Virtual Posters

The AACL-IJCNLP 2026 main conference features 334 virtual posters, presented on the Underline platform. Poster PDFs are available through the presentation submission portal and the conference platform.

# Paper Authors Presenter
1 Towards Probabilistic Question Answering Over Tabular Data Chen Shen; Estevam Hruschka Estevam Hruschka
2 An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices Jeiyoon Park; Leedaehwan; ChangminYeo; Yongshin Han; Minseop Kim Jeiyoon Park
6 Relational Priors as Convergence Pressure in LLM-Based Multi-Agent Systems Ming Shen; Chao Shang; Sadat Shahriar; Devang Kulshreshtha; Yi Zhang; Sandesh Swamy; Yanjun Qi Ming Shen
8 ImmunoFOMO: Are Language Models missing what oncologists see? Aman Sinha; Bogdan-Valentin Popescu; Xavier Coubez; Marianne Clausel; Mathieu Constant Aman Sinha
9 ECQL: An Executable Benchmark for Auditable Corpus Query Semantic Parsing Yuxi Zheng; Yeqing Liu; Ziming Zhou; Xiaodong Wang; Yongwei Zhang; Jingsong Yu Yuxi Zheng
10 ChartTableViVQA: A Vietnamese Benchmark Dataset for Visual Question Answering with Reasoning Instruction over Charts and Tables Images Quang Nhat Truong; Pham Quoc Thang; Son T. Luu Quang Nhat Truong
11 Navigating the Reality Gap: Privacy-Preserving On-Device Continual Adaptation of ASR for Clinical Telephony Darshil Chauhan; Vansh Patel; Adityasinh Solanki; Kanav Kapoor; Dhruv Kumar; Pratik Narang; Ritvik Jain; Aditya Bansal 1. Darshil Chauhan; 2. Vansh Patel
12 SPECI: Fine-grained Evaluation of Specificity for Image Captioning Son T. Luu; Hiep K. V. Nguyen; Trung Bui; Viet Dac Lai; Le-Minh Nguyen Son Thanh Luu
17 JUMPSTARTER: Human-AI Planning with Task-Structured Context Curation Xuanming Zhang; Sitong Wang; Jenny Ma; Alyssa Hwang; Zhou Yu; Lydia Chilton Xuanming Zhang
20 Extended-SVD Low-Rank Adaptation: PLORA for Parameter-Efficient Fine-Tuning RATAN KUMAR GULIPILLI None
21 HybridScholar: Personalized Paper Recommendation with Cross Attention-Gated Fusion and Verified Explanation Generation Joytun Nessa Tonny; Sajidur Rahman; Saddam Mukta; Swakkhar Shatabda; Salekul Islam Joytun Nessa Tonny
22 Human Preference Guided Evaluation of RAG-based QA Systems Shakila Mahjabin Tonni; Xiang Dai; Sarvnaz Karimi; Xiaomei Li; Samuel C. Andrew; Stephen Wan Shakila Mahjabin Tonni
23 Beyond Factual Accuracy: A Benchmark for Evaluating Perspective Alignment in LLMs Sunghoon Kim; Sangyeop Kim Sunghoon Kim
26 How Robust Is Multimodal Claim Verification to LLM Rewriting? Yun-Ang Wu; Xanh Ho; Andre Greiner-Petter; Sunisth Kumar; Tian Cheng Xia; Florian Boudin; Akiko Aizawa Yun-Ang Wu
31 When Does Knowledge Distillation Hurt? Reliability-Aware Distillation for Low-Resource Language Summarization Dipto Sumit; Ankan Kumar Roy Srizon; Atia Haque Asha; Mourchona Afrin; Sadia Khair Rodela; Niloy Farhan; Farig Sadeque Dipto Sumit
32 A Systematic Analysis of Linguistic Features in AI-Generated English Text Detection Across Domains and Models Yassir El Attar; Esra Dönmez; Maximilian Maurer; Agnieszka Falenska Yassir El Attar
33 Generate, Verify, and Refine: Event Timelines for Robust Video-Grounded Dialogue Systems Wiradee Imrattanatrai; Masaki Asada; Kimihiro Hasegawa; Susan Holm; Ken Fukuda; Teruko Mitamura Masaki Asada
38 Are Language Models Script-Aware? David Kletz; Sandra Mitrovic; Ljiljana Dolamic; Fabio Rinaldi David Kletz
39 Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models Yihong Liu; Bingyu Xiong; Hinrich Schuetze Yihong Liu
41 PAL-UI: Planning with Active Look-back for Vision-Based GUI Agents Zikang Liu; Junyi Li; Xin Zhao; Dawei Gao; Yaliang Li; Ji-Rong Wen Zikang Liu
53 PLAUSIEVE:A Distribution Based Framework for Measuring Model Belief Beyond Logits Arghodeep Nandi; Tanmoy Chakraborty ARGHODEEP NANDI
54 Attention-Guided Layer Selection for Contrastive Decoding in Large Language Models Yusuke Sakai; Natthawut Kertkeidkachorn; Kiyoaki Shirai Natthawut Kertkeidkachorn
57 Episodic Memory from Compression Boundaries in Latent Representation Space David Oneil Campos Ferreira; Priscila Rocha Maia Freitas Ribeiro; EMANUEL BORGES PASSINATO; Diogo Fernandes Costa Silva; Arlindo Rodrigues Galvão Filho David O’Neil Campos Ferreira
59 Protocode: Prototype-Driven Interpretability for Code Generation in LLMs bodla Krishna Vamshi; Haizhao Yang Bodla Krishna Vamshi
60 North or South? Diagnosing LLMs’ Understanding of North Korean Language, Society, and Knowledge Kiwoong Park; Seyoung Song; Donghyun Woo; Alice Oh Seyoung Song
63 Judging the judge: Can LLMs track attitude-holders in predicates of personal taste? Yan Cong Yan Cong
67 Think When Unsure: Leveraging Model Confidence to Decide When to Use Chain-of-Thought Samuel Lewis-Lim; Xingwei Tan; Zhixue Zhao; Nikolaos Aletras Sam Lewis-Lim
69 Ask Twice: Bidirectional Cross-Encoder Scoring for Faithfulness Evaluation Arnav Mantro; Leslie Barrett Leslie Barrett
71 Multi-Perspective LLM Annotations for Valid Analyses in Subjective Tasks Navya Mehrotra; Adam Visokay; Kristina Gligorić Navya Mehrotra
72 CIL: Causal‑Intervention and LLM‑Synergized Multimodal Fake News Detection HONGJIE WANG; Hongyu Chen; Peilin Jiang Hongyu Chen
73 Agent+P: Guiding UI Agents via Symbolic Planning Shang Ma; Xusheng Xiao; Yanfang Ye Shang Ma
74 Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on English Proficiency Tests? Evidence from EFCAMDAT Duy Anh Nguyen Duy Anh Nguyen
75 Twenty-Five Years of Inter-Annotator Agreement in NLP: A Systematic Survey of Trends, Metrics, and Reporting Practices Hend Al-Khalifa Hend Al-Khalifa
79 Are You Paying Too Many Tokens? Cost-Efficient Multimodal LLM Annotation with Simple Heuristics Zhixi Zhu; Kristina Gligorić Zhixi Zhu
83 SelfGrader: LLM Jailbreak Detection via Anchored Token-Level Logits Zikai Zhang; Rui Hu; Olivera Kotevska; Jiahao Xu Zikai Zhang
84 Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization Di Wu; Jia-Chen Gu; Kai-Wei Chang; Nanyun Peng Di Wu
85 Towards Low-Resource Manchu Text Generation: Corpus Construction and Multi-Granularity Augmentation Meiqi Wang; Zhiyong Xu; Xiaoxin Sun; Ruixin Yu; Zhiyong Guo; Zifan Wang; Shuqi You; Siyu Liu; Xiayu Qin; Suhua Wang Ruixin Yu
86 Breaking the Silence: A Dataset and Benchmark for Bangla Text-to-Gloss Translation Sharif Mohammad Abdullah; Abhijit Paul; Shubhashis Roy Dipta; Zarif Masud; Shebuti Rayana; Ahmedul Kabir Abhijit Paul
87 BusMA: A Bus Communication Substrate for Multi-Agent Systems Yanwen Peng; Delvin Ce Zhang; Xi Wang; Nikolaos Aletras Yanwen Peng
88 DOSA: A Tree-Guided, Self-Regressive Framework for Long Document Structure Analysis Bohou Li; Benjamin Sowell; Mehul A Shah; Mark Lindblad; Henry Lindeman Bohou Li
92 PeMA-KGQA: A Multi-Agent LLM Framework for Persian Knowledge Graph Question Answering Kimia Hosseini; Mohammad Hosseini; Saeedeh Momtazi Kimia Hosseini
93 CODE-PROMPT: Evaluating Code-LLMs for their NLP Abilities via Code Aligned Prompts Yuxuan Chen; Philippe Thomas; Robert Oehring; Felix Krenzien; Sebastian Möller; Roland Roller Yuxuan Chen
95 Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks FAHMID SHAHRIAR IQBAL; Ritam Dutt; Soumitra Das; Arnav Verma; Sagnik Ray Choudhury FAHMID SHAHRIAR IQBAL
98 Beyond Top Words: Interpretable Topic Modeling with Monosemantic Features from Sparse Autoencoders Una Joh; Bei Yu Una Joh
103 Right for the Wrong Reasons: Investigating the Unrobust Nature of High Accuracy Models in Discourse Relation Prediction Yi Fan; Wei Liu Yi Fan
105 Understanding Knowledge Distillation in Post-Training: When It Helps and When It Fails Xin Liu; Simin Ma; Shujian Liu; Song Wang; Sathish Reddy Indurthi; Haoyun Deng; Lu Wang; Kaiqiang Song Xin Liu
110 Iterative Critique-Refine Framework for Enhancing LLM Personalization Durga Prasad Maram; Dhruvin Gandhi; Zonghai Yao; Gayathri Akkinapalli; Franck Dernoncourt; Yu Wang; Ryan A. Rossi; Nesreen K. Ahmed Durga Prasad Maram
114 Stylistic Evolution and LLM Neutrality in Singlish Language Linus Tze En Foo; Weihan Angela Ng; Wenkai Li; Lynnette Hui Xian Ng Tze En Linus Foo
117 Linguistic Cues in Political Debates: Lexical Choices and Evaluative Framing in GPT-Generated Commentary Yu-Yu Chang; Chung-Chi Chen; Ming-Hung Wang Yu-Yu Chang
120 \textit{Learn To Say NO!} Incorporating Model Abstention In Medical Vision-Language Models for Pharmacovigilance Sofia Jamil; Sooraj Veer R; Chinmay Purushottam Bhat; Sriparna Saha Sofia Jamil
121 Reasoning under Vision: Understanding Visual-Spatial Cognition in Vision-Language Models for CAPTCHA Python Song; Luke Tenyi Chang; Yun-Yun Tsai; Penghui Li; Junfeng Yang Python Song
123 CLFEC: A New Task for Unified Linguistic and Factual Error Correction in paragraph-level Chinese Professional Writing Jian Kai; Zidong Zhang; Jiwen Chen; Zhengxiang Wu; Songtao Sun; Fuyang Li; Yang Cao; Qiang Liu Jian Kai
128 PRADA: Fostering Culturally Adaptive Dialogue Agents via Personality Lingzhi Shen; Xiaohao Cai; Yunfei Long; Imran Razzak; Shoaib Jameel Lingzhi Shen
129 PrivacyEvalClaw: Towards Deliberative Tool-Augmented Agent for LLM Privacy Jailbreak Evaluation Krishna Kanth Nakka; Yujun Wang; Shijie Zhou; Tu Nguyen; Gabriele Gelardi; Xuebing Zhou Yujun Wang
131 EffComp: Efficient Prompt Compression via Hybrid Reinforcement & Supervised Learning Romtham Tungsununtham; Piyawat Lertvittayakumjorn; Atiwong Suchato; Peerapon Vateekul Romtham Tungsununtham
141 BreakFun: Jailbreaking LLMs via Object Instantiation under Simulated Code Execution Amirkia Rafiei Oskooei; Mehmet Aktas Amirkia Rafiei Oskooei
143 Beyond the Login: Continuous Behavioral Authorship Verification for LLM Agent Sessions Muskan Sharma; Seba Susan Muskan Sharma
145 AgentArch: A Benchmark for Evaluating Agent Architectures in Enterprise Workflows Tara Bogavelli; Hari Subramani; Roshnee Sharma Tara Bogavelli
151 CROP: Token-Efficient Reasoning in Large Language Models via Regularized Prompt Optimization Deep Shah; Sanket Badhe; Nehal Kathrotia; Priyanka Tiwari Deep Shah
155 Don’t Forget the Last Trade: Integrating Episodic Recall into Memory-Driven Agents for High-Frequency Trading Nuoyue Xu; Xiang Zhang; Jiang Liu; Juntai Cao; Wenxuan Huang; Jiaqi Wei Nuoyue Xu
156 ProcrastiCoT: A Dual-Encoder Cross-Attention Framework for Multi-Dimensional Procrastination Motives Assessment Chia-Ni Chiang; Chia-Yun Lee; Hsin-Hsuan Chen; Jheng-Long Wu Chia-Ni Chiang
157 J-ToRL: Tool-Integrated LLM-as-a-Judge via Reinforcement Learning Bryan Wilie; Tiezheng YU; Gerry Windiarto Mohamad Dunda; Jierun Chen; Chaofan Tao; Yan Xu; Junxian He; Pascale Fung Bryan Wilie
162 Comparative Personalization for Multi-document Summarization Haoyuan Li; Snigdha Chaturvedi Haoyuan Li
165 Position: Real-World Clinical NLP Robustness Requires Messy, Multimodal, Longitudinal, Privacy-Preserving Corpora Azmine Toushik Wasi; Shahriyar Zaman Ridoy Azmine Toushik Wasi
172 HPO: Hysteretic Policy Optimization for Stable and Efficient Training under Sparse-Reward Regime Mohamed SANA; Nicola Piovesan; Antonio De Domenico; Fadhel Ayed; Haozhe Zhang None
174 IBPS: Indian Bail Prediction System Uddeshya Raj; Puspesh Kumar Srivastava; Praveen Patel; Shubham Kumar Nigam; Noel Shallum; Arnab Bhattacharya Uddeshya Raj; Praveen Patel; Puspesh Srivastava
176 Method Ranking Inverts Across Targets: A Matched-Grid Evaluation of Jailbreak Attacks on Open-Weight Vision-Language Models Venkat Aniruddh Thamatam; Vasudev Majhi; Aaryan Nagda; Jagat Sesh Challa; Murari Mandal; Yash Sinha; Dhruv Kumar Venkat Aniruddh Thamatam
177 The Language of Bargaining: Linguistic Effects in LLM Negotiations Stuti Sinha; Himanshu Kumar; Aryan Raju Mandapati; Rakshit Sakhuja; Dhruv Kumar Stuti Sinha
179 When Reject Turns into Accept: Quantifying the Vulnerability of LLM-Based Scientific Reviewers to Indirect Prompt Injection Devanshu Sahoo; Manish Prasad; Vasudev Majhi; Jahnvi Singh; Vinay Chamola; Yash Sinha; Murari Mandal; Dhruv Kumar Devanshu Sahoo, Manish Prasad
181 Exploring Agentic Multimodal Large Language Models: A Survey for AIScientists Jinglin Jian; Yi R. Fung; Denghui Zhang; Yiqian Liang; Qingyu Chen; Zhiyong Lu; Qingyun Wang Jinglin Jian
184 Enhancing Dynamic Text-Attributed Graph Modeling via Instruction Tuning Weili Shi; Haoming Li; Sheng Li Weili Shi
187 The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems Thi-Nhung Nguyen; Linhao Luo; Amardeep Kaur; Rollin Omari; Tamas Abraham; Junae Kim; Thuy-Trang Vu; Dinh Phung Thuy-Trang Vu
190 How Good Are LLM Agents? Benchmarking Opinion Dynamics Against Indonesian Electoral Discourse on Social Media Musa Izzanardi Wijanarko; Derry Tanti Wijaya Musa Izzanardi Wijanarko
192 From Early Encoding to Late Suppression: Interpreting LLMs on Character Counting Tasks Ayan Datta; Mounika Marreddy; Alexander Mehler; Zhixue Zhao; Radhika Mamidi Ayan Datta
195 SignSim: A Landmark Driven Model for Phonological Sign Similarity Prediction Abhishek Bharadwaj Varanasi; Manjira Sinha; Tirthankar Dasgupta; Dr. Charudatta Jadhav Abhishek Bharadwaj Varanasi
196 BioCAT5: Concept Mention-Aware Text-to-Text Transfer Transformer for Biomedical Literature Mohammad Golam Sohrab Mohammad Golam Sohrab
199 Investigating LLM Capabilities on Long Context Comprehension for Clinical Question Answering Feras AlMannaa; Talia Tseriotou; Jenny Chim; Maria Liakata Feras AlMannaa
212 Bahnar–Vietnamese Cross-Lingual Sentence Retrieval: A Low-Resource Case Study with Lexical, Neural, and Hybrid Methods Thi Ty Nguyen; Long S. T. Nguyen; Phat T. Tran-Truong; Tan Sang Nguyen; Tho Quan Thi Ty Nguyen
217 Audio Editing in the Era of Foundation Models: A Survey Changhao Pan; YiFei Fan; Fan Zhuo; Yifu Chen; Wenxiang Guo; Yu Zhang; Zhiyuan Zhu; Rui Yang; Shengpeng Ji; Chenyuhao Wen; Jiayang Xu; Ke Lei; Xiaoda Yang; Jingyu Lu; Zhou Zhao Changhao Pan
218 Atomic and Holistic LLM Judges for Reference-Grounded Support Labels: A Prompt-Controlled Comparison Xinran Zhang Xinran Zhang
223 OpenQTS: A Metadata-Rich Open Dataset for Tang Dynasty Poetry Robin Young Robin Young
224 Geo-spatial and Geo-temporal Reasoning in Vision-Language and Large Language Models : A Review Shahriyar Zaman Ridoy; Azmine Toushik Wasi; Koushik Ahamed Tonmoy; Md Rizwan Parvez Mohammed Eunus Ali
225 Is Brevity the Soul of Wit? An Empirical Test Using 570,000 Reddit Jokes Robin Young Robin Young
229 Can LLMs Threaten Human Survival? Benchmarking Potential Existential Threats from LLMs via Prefix Completion Yu Cui; Yifei Liu; Hang Fu; Sicheng Pan; Haibin Zhang; Cong Zuo; Licheng Wang Yu Cui
232 Spatial Reasoning in Multimodal Foundation Models: A Survey of Spatial Understanding in LLMs and VLMs Azmine Toushik Wasi; Md. Masudur Rahman; Abdur Rahman; Mohsin Mahmud Topu; Mohammed Eunus Ali; Riashat Islam; Md Rizwan Parvez Mohammed Eunus Ali
234 Agent-Environment Alignment via Automated Interface Generation Kaiming Liu; Xuanyu Lei; Ziyue Wang; Peng Li; Yang Liu Kaiming Liu
238 DAMG-RAG: Document-Aware Multi-Granularity RAG for Visually Rich Document Understanding Jiahao Gu; Ningjing Liu; Yuanzhuo Ding; Siheng Chen Jiahao Gu
239 AstroReason-Bench: Evaluating Agentic Planning on Space Mission Planning Tasks Weiyi Wang; Xinchi Chen; Jingjing Gong; Xuanjing Huang; Xipeng Qiu Weiyi Wang
246 Recoverability Is Not Use: Readout-Local Audits for Concept Erasure Gagan Aryan Gagan Aryan
249 State-Anchored Complete-View Distillation for Robust Conversational Multimodal Emotion Recognition Zhaoyan Pan; Xiangdong Li; Wenke Wu; Mengting Ma; Ye Lou; Ji Zhou; Jiatong Pan; Wei Zhang Zhaoyan Pan
252 Can LLMs Follow the Pulse of a Crisis? Evaluating Crisis Sentiment in Bangladesh’s July Uprising Md. Samiul Alim; Mahir Shahriar Tamim; Tanvir Ahmed Khan; Sharjil khan; Rafia Ferdous Duti; Shahriyar Zaman Ridoy; Mohammad Ali Moni Mahir Shahriar Tamim
255 Hierarchy Aware Preference Optimization for the Safety of Korean Small Language Models Soo Yong Kim; Junyoung Koh; Kyeonghun Kim; Seunghyeok Hong Soo Yong Kim
257 CCD-CBT: Multi-Agent Therapeutic Interaction for CBT Guided by Cognitive Conceptualization Diagram Chang Liu; Changsheng Ma; Yongfeng Tao; Bin Hu; Minqiang Yang Chang Liu
262 Cantus: Toward Pedagogical Feedback Generation for Sight-Singing Learning Jiale Chen; Xuelian Dong; Yubing Chen; Yongxin Hu; Wenxiu Xie; Tianyong Hao Jiale Chen
264 ChartHal: A Fine-grained Framework Evaluating Hallucination of Large Vision Language Models in Chart Understanding Xingqi Wang; Yiming Cui; Xin Yao; Shijin Wang; Guoping Hu; Xiaoyu Qin Xingqi Wang
265 Do LLMs Respect Concept Boundaries? A Bilingual Diagnostic Benchmark Renjun Lai; Yixuan Si Yixuan Si
266 CoSelector: Multi-Agent Collaboration for Multilingual Retrieval-Augmented Generation Long Yuan; Rui Qi; Xue Zhang; Jinan Xu; Kaiyu Huang Long Yuan
274 FACTA: Structured Fact Alignment for Multi-Hop Retrieval-Augmented Generation Jiahao Li; Yongxiu Xu; XUMENG ZHANG; Hongbo Xu; Minghao Tang; Yubin Wang; Gaopeng Gou Jiahao Li
275 AGOPNs: Null-Space Activation Steering for Jailbreak Defense via Average Gradient Outer Product Concept Extraction Minh-Nguyen Bui; Binh-Phuong Phan; Thanh-Khang Doan; Bao Huynh-Gia; Phung-Anh Nguyen Minh-Nguyen Bui
281 Predicting Emerging Topics from Outliers: A Prospective Study of Weak Signals in Embedding Space Evangelia Zve; Gauvain Bourgne; Jean-Gabriel Ganascia Evangelia Zve
282 LogicLure: Toward Evidence-Grounded Safe Decision-Making under Hidden Risks Kyungho Kim; JunCheol Shin Kyungho Kim
283 Initialisation Determines the Basin: Efficient Codebook Optimisation for Extreme LLM Quantization Ian W Kennedy; Nafise Sadat Moosavi Ian W. Kennedy
285 PhaseLoRA: Role-Specialised Low-Rank Adaptation through Prompt-Completion Phase Splitting Rishi Ravikumar; Riza Batista-Navarro Rishi Ravikumar
286 Edit Robustness Under Fine-Tuning in Text-to-Image Models Feng He; Marco Valentino; Zhixue Zhao Feng He
287 Neuron-Level Emotion Control in Speech-Generative Large Audio-Language Models Xiutian Zhao; Ismail Rasim Ulgen; Philipp Koehn; Björn Schuller; Berrak Sisman Xiutian Zhao
288 FrenchNews-7: Benchmarking Cross-Publisher French News Editorial Desk Classification Amr Sobhy Amr Sobhy
290 Explore-on-Graph: Hybrid Embedding–LLM Reasoning for Knowledge Graph Question Answering under Incompleteness Ola El Khatib; Djellel Difallah Ola El Khatib
291 SweSpecQA: A Swedish Benchmark for Specialized Question Answering Murathan Kurfali MURATHAN KURFALI
293 Iterative Topic Taxonomy Induction with LLMs: A Case Study of Electoral Advertising Alexander Brady; Tunazzina Islam Tunazzina Islam
294 TokenMapper: A Step Toward Interoperable Speech Token Translation Tal Kozakov; Tal Rosenwein; Eliya Nachmani Tal Kozakov
295 Modeling Triplet Interactions Beyond Pairwise Attention Mafizur Rahman; Lijun Qian Mafizur Rahman
297 A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents Praval Sharma Praval Sharma
300 Progress Drift: Auditing False Progress in Long-Horizon LLM Agents Xiangbo Zhang; Xiaoxu Ma Xiangbo Zhang
303 Scalable Methods for Long-Range Argumentation in Distributed Discourse Alina Littek; John Lawrence Alina Littek
304 STEVE: Stabilizing Textual Gradient-Based Prompt Optimization via Error-Driven Refinement and Regularized Verification Yifan Xu; Yixuan Li; Xinzhuo Li; Yixin Gu; Yifan Shen; Lijun Yu; Haohan Wang Yifan Xu
305 Incorporating Abstract Meaning Representation and Uniform Meaning Representation into In-Context Learning Strategies for Machine Translation Thu Hoang; Ellie Yang; Weixin Lin; Shira Wein Thu Hoang
309 Set-Theoretic Compositionality of Sentence Embeddings Yash mahajan; Naman Bansal; Faria Binte Kader; Santu Karmaker Yash Mahajan
313 Are Reasoning Vision-Language Models Robust to Semantic Visual Distractions? Yizheng Sun; Mochuan Zhan; Yanan Ma; Jia Tong See; Yifan Wang; Ziyi Wang; Hao Li; Yang Cui; Wenhao Cai; Jingyu Sun; Chenghua Lin; Riza Batista-Navarro; Jingyuan Sun Yizheng Sun
314 CLUE: A Contrastive Learning Framework for Unsupervised Event Type Induction and Annotation Pratik Maitra; Lauren Kwon; Qi Li Pratik Maitra
316 The Validity–Fidelity Gap: A Controlled Study of Representation Drift in Structured Extraction Under Redundant Contexts Gokul Srinath Seetha Ram; Anirudh Vasudevan; Rashmi Elavazhagan Anirudh Vasudevan
320 Prompting Underestimates LLM Capability for Time Series Classification Dan Schumacher; Erfan Nourbakhsh; Rocky Slavin; Anthony Rios Daniel Schumacher
323 Retrieval-Induced Mirage: When Similar Cases Become Fabricated Evidence in Medical VLMs Xiaoxu Ma; Xiangbo Zhang Xiaoxu Ma
324 Language Models Should be Used to Surface the Unwritten Code of Science and Society Honglin Bao; Siyang Wu; Jiwoong Choi; Yingrong Mao; James Evans Honglin Bao
325 Absolute Error Is Not Enough: Ranking Model Performance Without Labels to Estimate Disparities at Scale Veronica Rammouz; Aaron O. Gonzalez; Carlos Cruzportillo; Adrian Tan; Nicole Lang Beebe; Ke Yang; Anthony Rios Veronica Rammouz
326 Modeling Iterative Text Revisions Through Chain of Revisions Zhexiong Liu; Diane Litman Zhexiong Liu
327 Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions César Guerra-Solano; Xiang Lorraine Li César Guerra-Solano
328 Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles Ramatu Oiza Abdulsalam; Segun Aroyehun Segun Aroyehun
330 Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Yuchun Zou; Junhong Tong; Jun Li Yuchun Zou
331 INMS: Memory Sharing for Large Language Model based Agents Hang Gao; Yongfeng Zhang Hang Gao
333 ATOD: An Evaluation Framework and Benchmark for Agentic Task-Oriented Dialogue Systems Yifei Zhang; Hooshang Nayyeri; Rinat Khaziev; Emine Yilmaz; Gokhan Tur; Dilek Hakkani-Tür; Hari P Thadakamalla Yifei Zhang
335 MF-QAT: Multi-Format Quantization-Aware Training for Elastic Inference Zifei Xu; Sayeh Sharify; Hesham Mostafa Zifei Xu
337 Embarrassingly Simple Access Control for Large Language Models Veronica Rammouz; Đorđe Klisura; RAM KRISHNAN; Anthony Rios Veronica Rammouz
339 A Unified Ambiguity Signal for Calibrated Multimodal Emotion Recognition Ahmad Tahir; Raza Mukhtar; Chanjun Park; Yeo Chan Yoon Tahir Ahmad
340 Bi-Phase Training: Learning Efficiently From Scratch Abel Gurung; Joseph Campbell Abel Gurung
343 NEXUS: Structured Runtime Safety for Tool-Using LLM Agent Elias Hossain; Md Mehedi Hasan Nipu; Tasfia Nuzhat Ornee; Rajib Rana; Niloofar Yousefi Elias Hossain
347 TRIAGE: Severity-Ranked Multi-Agent Failure Attribution Xizhi Wang Xizhi Wang
348 Tracing the Genesis of Logic: Causal Data Attribution of Mechanistic Features via Counterfactual Poisoning Xiaokun Wang; Siyu Song; Hongbo Zhao; Wentao Liu; Jiaqi Jiang; Qingqing Mao Xiaokun Wang
349 Three Numbers and a Precondition: Auditing Multi-Source LLM Benchmarks for Source-Identity Leakage Tian Xia; Sarp Aykent Tian Xia
350 SFMP: Fine-Grained, Hardware-Friendly and Search-Free Mixed-Precision Quantization for Large Language Models Xin Nie; Haicheng Zhang; Liang Dong; Beining Feng; Jinhong Weng; Guiling Sun Xin Nie
351 PatchHolmes: Agentic Patch Retrieval via Listwise Selection Guanqun Yang; Yingming Zhou; Jiangrui Zheng; Shudong Hao; Xueqing Liu Jiangrui Zheng
352 Markhor: A framework for Adapting LLMs to Urdu via Alignment-Free Tokenizer Replacement Muhammad Zain Ali; Yuxia Wang; Muhammad Arslan Manzoor; Tony C Smith; Bernhard Pfahringer Muhammad Zain Ali
355 YFPO: Yoked Feature Preference Optimization with Neuron-Guided Rewards YifanLe Yifan Le
356 Disentangling Perception and Reasoning in Multimodal LLMs via Reward Design Omar Sharif; Eftekhar Hossain; Nikhil Singh; Patrick Ng Omar Sharif
357 Schema-Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding YifanLe Yifan Le
358 SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale Guanqun Yang; Wenlong Zhang; TIAN SHI; Ping Wang Wenlong Zhang
359 Anchored Turns: A Length-Driven Gradient in Chain-of-Thought Causal Necessity Across Multi-Turn Conversations DHRUV GUPTA; Vasudev Majhi; Jagat Sesh Challa; Murari Mandal; Dhruv Kumar Dhruv Gupta
362 UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models Huawei Lin; Yingjie Lao; Tony Geng; Tan Yu; Weijie Zhao Huawei Lin
363 EcoStatKG: A Domain-Specific Statistical Knowledge Graph and Benchmark for Evaluating Numerical Hallucination in LLMs Ratnesh Kumar Joshi; Sagnik Sengupta; Asif Ekbal Ratnesh Kumar Joshi
365 Domain Knowledge Annealing: A Structured Local-to-Global Paradigm for Constructing Expert LLMs Yikang Zhang; Zuchao Li; Ping Wang; Lefei Zhang; hai zhao; Bo Du Yikang Zhang
366 The Geometry of Uncertainty in Language Model Representations Zy Li Zy Li
367 Language Models Detokenize, But Only for Themselves Qingyun Li; Ruoyun Li Qingyun Li
368 ProgMem: Programmatic Belief-State Memory for Long-Horizon Conversational Agents Pengchao Zheng; Xinan wang; Ziyi Wei; Haoran Liu; Lei Wei; Jiajun Niu; Bohan Guo; Han Wu Pengchao Zheng
373 NüshuVoice: Reviving the Voice of Endangered Nüshu with Pitch-Aware Text-to-Speech Hongkun Yang; YI Xinhui; Zhao Xiyan; YIBO MENG; Lionel Z. WANG; Lixu Wang; Yaqi Zhang; Ruiqi Chen; Xuanyue Zhao; Lanxin Zhang; Yu Zeng; CHU WEIJIA; Yiming Ma; Chenyu Liu; Jianghao Lin; Xu Xin Lionel Z. Wang
374 GenState-AI: State-Aware Dataset for Text-to-Video Retrieval on AI-Generated Videos Minghan Li; Tongna Chen; Tianrui Lv; Yishuai Zhang; Suchao An; Guodong Zhou Tongna Chen
375 PAIRSAFE: Proxy-Resistant Paired Safety Evaluation for Refusal Boundaries Wenzhang Du Wenzhang Du
376 Semantic Coverage: Measuring LLM Uncertainty Through Coverage in Latent Semantic Space Gabriele Carrino; Brown Ebouky; Katja Hose; Mattia Rigotti Gabriele Carrino
377 KaiToM: A Benchmark for Culturally Informed Theory-of-Mind in Thai Context Kun Kerdthaisong; Pasin Buakhaw; Wayupuk Sommuang; Nutchanon Yongsatianchot Kun Kerdthaisong
378 Selective Reflection for Context-Sensitive Emotion Recognition in Conversation Xinyu Wang; Weijie Feng; Hongchuang Wang; Zhiyong Cheng Xinyu Wang
382 Diagnosing Prompt Sensitivity and Interaction Instability in LLM-Based Humor Judgment Dohyeon Kim; Jihoon Yang Dohyeon Kim
385 MM-NeuroOnco: A Multimodal Benchmark and Instruction Dataset for MRI-Based Brain Tumor Diagnosis Feng Guo; Jiaxiang Liu; Yang Li; Qianqian Shi; Mingkun Xu Feng Guo
393 Student-Centered AI Requires Auditable Evidence of Learning Xu Aofeng; Sichao Li Aofeng Xu
394 Rethinking Cross-Modal Attention for Visual Token Pruning in Multimodal LLMs Diego Weng Qiu; Lin Shang Diego Weng Qiu
398 Corrective Feedback-Driven Humor Generation for Tiny Language Models Ramakrishna Pinninti; Lalit Chandra Routhu; Dibyanayan Bandyopadhyay; Gaël Dias; Alexis Lechervy; Jeremie Pantin; Mohammed Hasanuzzaman; Asif Ekbal Ramakrishna Pinninti
400 PINGALA: Prosody-Aware Decoding for Sanskrit Poetry Generation Manoj Balaji Jagadeeshan; Atul Singh; Nallani Chakravartula Sahith; Amrith Krishna; Pawan Goyal Manoj Balaji Jagadeeshan
401 REMIND: Enhancing CoT Reliability with Self-Supervised Introspection Souvik Maji; Dibyanayan Bandyopadhyay; Asif Ekbal Dibyanayan Bandyopadhyay
404 SMARTS: A Small-to-large Model Coordinated Retrieval and Response Framework for Task-Oriented Dialogue Jiale Chen; Xuelian Dong; Shengcheng Ye; Wenxiu Xie; Kun Zeng; Tianyong Hao Jiale Chen
405 SurgAgents: A Multi-agent Framework for Embodied Cataract Surgical Intent Prediction Shengyuan Wang; Yanzhe Ji; Yue Yao; Zhenyue Qin; Yang Liu Yanzhe Ji
406 GROWTHEVAL: Evaluating Stage-Conditioned Developmental Realism in Role-Playing LLMs Danping Yan Danping Yan
409 Beyond Correctness: A Framework for Analyzing Reasoning and Faithfulness of Multi-hop Question Answering Jiyuan Liu; Yi Xie; Yanghui Rao; Fu Lee Wang; Jianxing Yu; Li Qing Yi Xie
411 SEAL-PR: Scientific Evidence-Audited and Locally Isolated Peer Review under Untrusted Manuscripts Zida Yang; Guquan You; Weiqing Zeng; Yu Zheng Zida Yang
412 QUILT: Query–User Interaction Linguistic Taxonomy Yuyang Dai Yuyang Dai
413 You Don’t Understand: Benchmarking Experiential Comprehension Gaps in LLMs Yuyang Dai YUYANG DAI
414 Prompt Rewrites Are Semantic Actions: Testing Whether Language Models Obey Typed Operator Laws Zida Yang; Weiqing Zeng; Guquan You; Yu Zheng Zida Yang
425 A Survey of Neurosymbolic Approaches to Propaganda and Persuasion Technique Detection Alysa Ziying Tan; Daniel Kainovan Handoyo Alysa Ziying Tan
426 FairJudge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models Zahraa Al Sahili; Maimuna Nowaz; Maryam Fetanat; Ioannis Patras; Matthew Purver Zahraa Al Sahili
427 ILRR: Inference-Time Steering Method for Masked Diffusion Language Models Eden Avrahami; Eliya Nachmani Eden Avrahami
428 How Far Do Auto-Interpretation Labels Generalize: A Controlled Study Across Languages, Scripts, and Rewordings Sripad Karne Sripad Karne
429 The Missing “I Don’t Know”: Why Three Reasoning-Reliability Findings Converge on Calibrated Abstention Srijith Ravikumar Srijith Ravikumar
433 WK-Drift: Benchmarking Procedural Memory Maintenance under World Knowledge Drift Pratyay Banerjee; Masud Moshtaghi; Ankit Chadha Pratyay Banerjee
434 LLM-Ideoplasticity: Measuring Ideological Plasticity in the Political Behavior of LLMs as a Context-Conditioned Distribution Adib Sakhawat; Syed Rifat Raiyan; Tahsin Islam; Takia Farhin; Hasan Mahmud; Md Kamrul Hasan Adib Sakhawat
435 ProMoral-Bench: Comparing Prompting Strategies for Moral Judgment and Jailbreak Robustness in LLMs Rohan Subramanian Thomas; Shikhar Shiromani; Abdullah Chaudhry; Ruizhe Li; Vasu Sharma; Kevin Zhu Rohan Subramanian Thomas
437 DeScribe: Discourse-Driven Extraction and Structuring of Claim Verification for Better Faithfulness Evaluation Yang Zhong; Yang Janet Liu; Diane Litman Yang Zhong
439 Probing for Negation: Extracting Compositional Negation Signals from Pretrained Language Representations for Image Retrieval Animesh Singh; Brejesh Lall Animesh Singh
440 Enhancing Safety Alignment by Universal Adversarial Prompts Yuan Zhou; Xiangyu Zhang Yuan Zhou
442 RL-MR: Reinforcement Learning based Budget-Aware Sequential Pretrained Model Ranking Saddam Mukta; Md. Ahashan Habib; Mir Tafseer Nayeem; Md Adnanul Islam Md. Ahashan Habib
444 Bridging the Long-Tail Gap: Robust Retrieval-Augmented Relation Completion via Multi-Stage Paraphrase Infusion Fahmida Alam; Mihai Surdeanu; Ellen Riloff Fahmida Alam
446 DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Xin Li; Jin Li; Shoujin Wang; Kun Yu; Fang Chen Xin Li
449 Modeling Discourse Profiles in Climate Misinformation Discourse Ge Gao; Zhengyang Shan; Bryan A. Plummer; Margrit Betke; Derry Tanti Wijaya Ge Gao
450 From Relation-Specific Heads to Shared Interventions: Contextual Entrainment in Language Models Jinghan Zheng; Jiajun Shi Jiajun Shi
456 Evaluating Automated Research: A Survey of Protocols, Evidence, and Validity for AI/NLP/ML Research Workflows Liulei Zhang; Dejing Zhou; Chuyue Huang; Guanhua Chen; Yutong Yao; Lidia S. Chao; Chi Man VONG; Derek F. Wong Liulei Zhang
457 Prompt-Based Abstention Fails Under Misleading Context: A Controlled Study of Small Frozen RAG Models Yohanes Andre Setiawan Yohanes Andre Setiawan
460 CogMem: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models Yiran Zhang; Jincheng Hu; Mark Dras; Usman Naseem Yiran Zhang
462 Counting Clues: A Lightweight Probabilistic Baseline Can Match an LLM Furong Jia; Yuan Pu; Finn Guo; Monica Agrawal Furong Jia
463 Plan Validity Lives in the Grammar: An Induced Grammar Mask for LLM Planning Nijesh Upreti Nijesh Upreti
467 AI-Sustainability Discourse Across Social Media: Sentiment, Topics, and Engagement on LinkedIn, X, and Bluesky Kholoud Khalil Aldous; Md. Rafiul Biswas; Mabrouka Bessghaier; Shimaa Ibrahim; Kais Attia; Wajdi Zaghouani Md. Rafiul Biswas
470 Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Hunzalah Hassan Bhatti; Firoj Alam; Shammur Absar Chowdhury Firoj Alam, Hunzalah Hassan Bhatti
472 Synergizing Large Language Models and Theory for Human-like Causal Reasoning Yanxi Zhang; Xin Cong; Zhong Zhang; Xiao Liu; Dongyan Zhao; Yesai Wu Yanxi Zhang
473 WhisperX-LLM-TermFixer: Enhancing Whisper with LLM-Guided Post-Decoding for Domain-Specific Terminology Ronghao Pan; José Antonio García-Díaz; Rafael Valencia-García Ronghao Pan
482 WebWorld: Web-Simulated World Model Ting Huang; Zeyu Zhang; Hao Tang Ting Huang
483 DramaAgent: Agentic Storytelling Video Generation Ting Huang; Biao Wu; Ronghao Chen; Zeyu Zhang; Tengfei Cheng; Qizhen Lan; Huacan Wang; Hao Tang Ting Huang
484 BlockBench: Contamination-Controlled Evaluation of LLM Code Analysis Paul Osemudiame Oamen; Courage Ochuko Mene; Abraham Ugbedeojo Daniel; Ananya Mukherjee; Pius Onobhayedo; Wei Zhao PAUL OSEMUDIAME OAMEN
485 SAFE-KV: Causal Suffix Repair for Behavior-Preserving Non-Prefix KV Cache Reuse in RAG Xingjian Zhang Xingjian Zhang
488 From Construction to Injection: Edit-Based Fingerprints for Large Language Models Yue Li; Xin Yi; Dongsheng Shi; Yongyi Cui; Gerard de Melo; Linlin Wang Yue Li
489 InLegalLaySum: A Novel Benchmark for Lay Summarization of Indian Legal Documents Trishita Saha; Debtanu Datta; SHUBHAM TIWARI; MOHIT KAUSHAL; Priyank Rathore; Mohammad Khalid Pandit; Pawan Goyal; Saptarshi Ghosh Trishita Saha
490 WISE-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents Yuqing Zhou; Zhuoer Wang; JK; Hong Wang; Samson Koelle; Ziwei Zhu; Wei Niu Zhuoer Wang
499 Private Evaluation Protocol: Contamination-Resistant Black-Box Evaluation via Public-Slice Surrogates Md. Mahadi Hassan; Sazzadur Rahaman; Yusuf Sarwar Uddin; Santu Karmaker Md Mahadi Hassan
501 Llm agent memory: a survey from a unified representation–management perspective Zhenheng Tang; Xin He; Tiancheng Zhao; Fanjunduo Wei; Xiang Liu; Peijie Dong; Qian Wang; Qi Li; Huacan Wang; Ronghao Chen; Sen Hu; Weidong Guo; Yu Xu; Haolan Chen; Kunfeng Lai; Kaiyong Zhao; Keyan Ding; Ivor Tsang; Yew-Soon Ong; Bo Li; Xiaowen Chu Fanjunduo Wei
502 Emotion Is Not External Knowledge: Internal Attention Signals for Affective State Reasoning Wenqiu Tang; Zhen Wan; Yihui Wang; Takahiro Komamizu; Ichiro Ide WENQIU TANG
503 When Do Supervised UQ Ensembles Improve LLM Hallucination Detection? A Robustness Study Mohit Singh Chauhan; Vipin Gyanchandani; Dylan Bouchard Mohit Singh Chauhan
504 IndicRipple: Measuring Cross-Lingual Ripple Effects of Knowledge Editing in Indic Languages Gunjan Rawat; Sneha Venkatesh; Shashidhar Reddy Javaji; Zining Zhu Shashidhar Reddy Javaji
507 FAIR: Balancing Identity-Associated Training Signals to Mitigate Personalization Bias Anvesh Rao Vijjini; Snigdha Chaturvedi Anvesh Rao Vijjini
508 Evaluating Context Sensitivity of Collaboration Behavior in Multi Party Simulation Frameworks Anvesh Rao Vijjini; Sheshera Mysore; Pegah Jandaghi; Ashish Sharma; Snigdha Chaturvedi; Bahareh Sarrafzadeh None
509 A Benchmark for Controllable Speaking-Style Captioning in Audio-Language Models Shreeram Suresh Chandra; Ashwyn Sharma; Liang Lu; Xiutian Zhao; Leda Sari; Björn Schuller; Berrak Sisman Shreeram Suresh Chandra
513 SAVER: Selective Auditing of Verbal Evidence for Error Recovery in VLM Change Reasoning Youdi Li Youdi Li
514 What’s Worth Asking? Evaluating Preference Elicitation in Agents Kandarp Joshi; Tushar Mittal; Chirag Soni; Lillian Zhou; Petar Aleksic Kandarp Joshi
515 Cross-Domain Audit Distinguishes Conservative Defaulting from Capability Loss in ≤8B Medical Fine-Tuned LLMs Abhineet Rajendra Kulkarni; Pranav Madhav Kuber; Anurag Bihani Abhineet Rajendra Kulkarni
518 When and How to use In-context Learning for modern LVLMs? An Extensive Investigation Pengxiang Li; Yu Zhao; Jiaxin Yu; Liang Xie; Erwei Yin Pengxiang Li
521 Beyond Human–LLM Rating Agreement: A Preregistered Downstream Validation of LLM-Generated Social Desirability Ratings for Forced-Choice Personality Scale Construction Yui Furukawa; Kyosuke Bunji; Kensuke Okada Kensuke Okada
522 Analyzing Multilingual Parametric Knowledge Retrieval with Sparse Autoencoders Marc E. Canby; Ikhyun Cho; Julia Hockenmaier Marc E. Canby
525 DECK: A Consistency × Confidence Taxonomy of LLM Hallucinations Mohit Singh Chauhan Mohit Singh Chauhan
527 DEAF: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Audio Language Models Jiaqi Xiong; Yunjia Qi; Qi Cao; Yu Zheng; Yutong Zhang; Ziteng Wang; Ruofan Liao; Weisheng Xu; Sichen Liu Jiaqi Xiong
529 Interactive and Scalable Evaluation of LLM Math Tutoring via Simulated Teacher-Student Dialogues Gihyeon Choi; Harksoo Kim Gihyeon Choi
532 Role-aware Heuristic Episodic Attention for Conversational LLMs hongwanyang; Zhaoning Zhang; Yi Chen; Libo Zhang; Baihui Liu; Linbo Qiao; Zhiliang Tian; Dongsheng Li Wanyang Hong
536 AtomicCheck: Learning Structured Reasoning for Fact Verification via Protocol-Guided Reinforcement Learning Xingquan Zhang; Jianghao Chen; Yang Zhao; Pu Jian; Haoran Gao; Fanyu Meng; Junlan Feng; Chengqing Zong Xingquan Zhang
540 One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction Hongliang Li; Lu Wang; Yong Xu; Hanyang Chen; Zhitao Hou; Xiaoting Qin; Song Ge; Qingwei Lin; Dongmei Zhang hongliang li
542 Models Know Their Shortcuts: Deployment-Time Shortcut Mitigation Jiayi Li; Shijie Tang; Gün Kaynar; Shiyi Du; Carl Kingsford Jiayi Li
545 COAT: An Orthogonal Benchmark for Diagnosing Chinese Adversarial Toxicity Detection Failures Hu Jiaqi; Mingshuai Liu; Haobo Wu; Xin Li Jiaqi Hu
551 ConceptWeave: Concept-Driven Prompting through Adaptive Semantic Infilling Atul Kumar Singh; Rahul Mishra Atul Kumar Singh
555 Implicit User Context Inference and Adaptation via Self-Distillation with Privileged Information None Xinshuang Liu
557 Mitigating Cross-Image Information Leakage in Multi-Image Understanding with Large Vision-Language Models Yeji Park; Minyoung Lee; Sanghyuk Chun; Junsuk Choe Yeji Park
558 Self-Distillation for Multi-Token Prediction Guoliang Zhao; Ruobing Xie; An Wang; Kai Zhang; Shuaipeng Li; Huaibing Xie; Samm Sun Guoliang Zhao
560 Closing the Bilingual Gap: Cross-lingual Semantic Scaffolding for Fine-Grained Machine Translation Evaluation in Taiwanese Hokkien You-Wei Wu; En-Shiun Annie Lee; Richard Tzong-Han Tsai You-Wei, Wu
562 TripPattern: A Pattern-based Text Watermarking Method for Large Language Models Sangjun Moon; Dasom Choi; Jingun Kwon; Hidetaka Kamigaito; Taro Watanabe; Manabu Okumura Sangjun Moon
564 Contextual Cue Sensitivity in LLM Scoring of Project Proposals: A Controlled ERC-Style Study Marco Rospocher Marco Rospocher
565 IMFD: End-to-end Multi-Face Forgery Detection through Instruction-based Large Vision-Language Models Dasom Choi; Sangjun Moon; Hyeongchan Im; Jaeeon Park; Jingun Kwon; Hidetaka Kamigaito; Taro Watanabe; Manabu Okumura Dasom Choi
568 Positive-Unlabeled Contrastive Retrieval for Graduate Program Recommendation Shiyan Liu; Rui Qu Shiyan Liu
573 Beyond EOS: Revealing the Internal Monologue of Language Models Aishwarya Maheswaran; Maunendra Sankar Desarkar Aishwarya Maheswaran
585 GRAIN: Gradient-Based Interaction Graph of Neurons for Explainable Misinformation Detection Rathod Darshan D; Rahul Mishra Rahul Mishra
587 SIEVE: Slot-wise Evaluation of Information-Role Retention in Fixed-Length Meeting Summarization Jumpei Nagasawa; SEIYA SHIBAYAMA Jumpei Nagasawa
590 Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model Zhongzheng Wang; Yuanhe Tian; Hongzhi Wang; Yan Song Zhongzheng Wang
595 Language Triggers Hijack Language Circuits: A Mechanistic Analysis of Backdoor Behaviors in Large Language Models Théo Lasnier; Wissam Antoun; Francis Kulumba; Benoît Sagot; Djamé Seddah Théo Lasnier
597 Chained Cross-Modal Learning for Modality-Agnostic Embeddings Naoki Tamura; Taiki Sekii Naoki Tamura
598 SASU: Structure-Anchored Semantic Unification for Code Search Qian Zhang; Hao Li; Hao Jiang Qian Zhang
599 Evaluating Large Reasoning Models on Belief Revision Nurul Fajrin Ariyani; Zied Bouraoui; Richard Booth; Steven Schockaert Nurul Fajrin Ariyani
600 EMR: Self-Evolving Medical Multi-Agent System via Experience Mining and Reuse Dongsheng Shi; Yue Li; Xin Yi; Linlin Wang Dongsheng Shi
605 All Verdicts are Not Equal: Rethinking LLM Judge Reliability Vineet Kumar; Darshita Rathore; ANINDYA MOITRA Vineet Kumar, Darshita Rathore
609 The Guardrail Trinity: Procedural Safety Schemas, Reasoning Chain Decomposition, and Dual-Mode Inference for LLM Guardrails Huy H. Nguyen; Pride Kavumba; Jiaxuan Li; MinhDuc Vo; Koki Wataoka Huy H. Nguyen
614 ArabMisinfo: A Decade-Long Arabic Facebook Corpus for Misinformation Discourse and Engagement Analysis Wajdi Zaghouani; Shimaa Ibrahim; Mabrouka Bessghaier; Md. Rafiul Biswas Wajdi Zaghoauni
619 XChoice: Explainable Evaluation of AI–Human Alignment in LLM-based Constrained Choice Decision Making Weihong Qi; Fan Huang; Rasika Muralidharan; Jisun An; Haewoon Kwak Weihong Qi
620 Structure Tax: How Structured Output affects LLMs Performance Vineet Kumar; Kanishka; Bhuvanesh Mandora Vineet Kumar
622 Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking Reza Khanmohammadi; Erfan Miahi; Simerjot Kaur; Charese Smiley; Ivan Brugere; Kundan S Thind; Mohammad M. Ghassemi Reza Khanmohammadi
623 Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Zhikai Chen; Jialiang Gu; Junyu Yin; Xianxuan Long; Shenglai Zeng; Xiaoze Liu; Kai Guo; Keren Zhou; Jiliang Tang Zhikai Chen
626 Forgetting Only What Matters: Layer-Selective Unlearning toward Robust LLMs Ravi Ranjan; Olivera Kotevska; Agoritsa Polyzou Ravi Ranjan
627 Breaking the Speech-Act Contract: Uptake Failures and Void Commitments in Large Language Models Sahana Varadaraju; Bharathwaj Vijayakumar; Lathish Balaji Baskaran Sahana Varadaraju
628 A Pre-Training Analogue of Grokking in Language Models: Tracing Delayed Grammatical Generalization Sherin Muckatira; Namrata Shivagunde; Vijeta Deshpande; Anna Rumshisky Sherin Muckatira
632 Towards Robust Numerical Claim Verification Peter Røysland Aarnes; Vinay Setty Peter Røysland Aarnes
634 GEAR: Training-Free Rule Distillation for Advanced and Efficient Tool-Augmented Reasoning Bhiman Kumar Baghel; Fanyou Wu; Suraj Maharjan; Peiran Yao; Srinivasan H. Sengamedu Fanyou Wu
636 HARPA: A Testability-Driven, Literature-Grounded Framework for Research Ideation Rosni Vasu; Peter Jansen; Pao Siangliulue; Cristina Sarasua; Abraham Bernstein; Peter Clark; Bhavana Dalvi Mishra Rosni Vasu
638 Fast Listwise Passage Reranking via Semantic Tokens Omkar Prabhune; Xijun Wang; Nan Bi; Haiyan Wang; Shima Alizadeh; Anoop Jain; Yu Lou; Junbang Liang Omkar Prabhune
639 Personalization Matters: Long-Horizon Conversation Agent with User-Centric Information in Shopping Interactions Rena Wei Gao; Yue Dai; Hao Guan; Shengxiang Gao; Wangyang Wu; Yixin Shen; Jey Han Lau Rena Gao
641 From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing Nima Shahbazi; Seiji Maekawa; Nikita Bhutani; Estevam Hruschka Nima Shahbazi
644 PPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning Hang Zhang; Warren J. Gross Hang Zhang
646 TeleSWEBench: A Commit-Driven Benchmark for Evaluating LLM-Powered Software Engineering in Telecommunications Pranshav Gajjar; Ali Mamaghani; Dinesh Bharadia; Vijay K Shah Pranshav Gajjar
649 Training free Cross-Modal Alignment for Multilingual Image Retrieval Usman Shahid; Manan Jain; Natalie Parde Usman Shahid
650 User-Inference-Based Out-of-Character Behavior in LLM-Based Role-Playing Agents Shinji Iwata; Shiki Sato; Jun Baba; Koya Ihara; Michimasa Inaba Shinij Iwata
652 No Convo! The Illusion of Reliability in Online Toxicity Detection Rachita Rajesh; Christina A Chance; Ashima Suvarna; Kai-Wei Chang; Saadia Gabriel Ashima Suvarna
654 BetXplain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media MSVPJ Sathvik; Parmitha Vangapandu; Nishit Rahul Rane; Sathwik Narkedimilli; Mark G. Lee; Akrati Saxena Akrati Saxena
655 The Error Is the Signal: Misconception Discovery via Step-Error Annotation Clustering Robinson Vasquez Ferrer; Mrinmaya Sachan; Shashank Sonkar Robinson Vasquez Ferrer
658 Epistemic Erosion: A New Error Class Beyond Hallucination in LLM Text Generation Micky C. Nnamdi; Shaunna Wang; Chinaza Nnamdi; Jieru Li; Benoit Louis Marteau; J. Ben Tamo; Yining Yuan; May Dongmei Wang Shaunna Wang
662 The bias is in the generator: locating medical chain-of-thought subgroup gaps upstream of the verifier Micky C. Nnamdi; Benoit Louis Marteau; Shaun Qien Yeau Tan; J. Ben Tamo; Yining Yuan; May Dongmei Wang Benoit Marteau
664 HYDRA: Evaluating Logical Thinking Abilities of LLMs through Formulating Hypotheses and Verification Methods Shin-nosuke Ishikawa; Hirotsugu OHBA; Masato Todo; Atsuhi Yoshino; Masahiro Daimon Shin-nosuke Ishikawa
666 GCoTD: A Non-Intrusive Diagnostic Pipeline for Black-Box LLM Backdoor Detection via Graph Chain-of-Thought Chengyu Jia; AprilPyone MaungMaung; Huy H. Nguyen; Isao Echizen; Jinyin Chen Chengyu Jia
670 Efficient Batched Mixture-of-Experts Inference with Joint Expert Selection Aradhana Mohan Parvathy; Sarada Krithivasan; Swagath Venkataramani; Anand Raghunathan; Viji Srinivasan Aradhana Mohan Parvathy
672 Not All Verifiable Preference Pairs Are Equal: Support-Aware Filtering for Stable Iterative DPO Viet Anh Ngo; Long Tri Thai Son; Nguyen Viet Duc; Dong Minh Duc; Quang Minh Tran; Nguyen Thi Thuy Linh; Nguyen Viet Ha Viet Anh Ngo
674 Do Correctness Probes Transfer? A Cross-Family Study of LLM Hidden States Evan Duan Evan Duan
675 Eliciting Bias through Conversation: Multi-Turn Interviewers for LLM Auditing Da Gao; Ziyu Chen Da Gao
680 SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution Kang He; Kaushik Roy Kang He
681 VTBench: Evaluating Visual Tokenizers for Autoregressive Image Generation Huawei Lin; Tony Geng; Zhaozhuo Xu; Weijie Zhao Huawei Lin
684 CuBEs: Culturally-Situated Behavioral Evaluations and the Limitations of Culture-Blind LLM Judges Hoda Ayad; Tanu Mitra; Abhishek Mukherji Hoda Ayad
685 User Feedback to Actionable Insights: A Fine-grained Multilabel Approach for Classifying App Reviews Chirag Jain; Preethu Rose Anish Preethu Rose Anish
688 Beyond Idealized Patients: Evaluating LLMs under Challenging Patient Behaviors in Medical Consultations Yahan Li; Xinyi Jie; Wanjia Ruan; Xubei Zhang; Huaijie ZHU; Yicheng Gao; Chaohao Du; Ruishan Liu Yahan Li
690 SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety Zixuan Xu; Tiancheng He; Huahui Yi; Kun Wang; Xi Chen; Gongli Xi; Qiankun Li; Kang Li; Yang Liu; Zhigang Zeng Zixuan Xu
692 K-FORGE: Fisher-Guided Initialization for Preference-Based LLM Unlearning Daniil Moskovskiy; Alexander Panchenko Alexander Panchenko
693 Improving LLM-Based Entity Detection with Annotation Guidelines Marcel Geromel; Philipp Cimiano Marcel Geromel
701 HeRE: A Novel Benchmark for Hebrew Relation Extraction via LLM-Guided Denoising of Knowledge Graph Alignments Ron Keinan; Amir David Nissan Cohen; Reut Tsarfaty Ron Keinan
702 MOOC-MESE: Dataset and Framework for Multimodal Entity Set Expansion in MOOCs Shichao Yue; Jing Wan; yubin chen Shichao Yue
706 Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning Yang He; Xiao Ding; Bibo Cai; Yufei Zhang; Kai Xiong; Zhouhao Sun; Bing Qin; Ting Liu Yang He
709 A Systematic Review of Meta-Reasoning for Large Reasoning Models Haoran Yu; Zilong Wang; Kang Pan; Xiao Zhang; Erli Meng; Shuai Li Haoran Yu
712 Long-Term Agent Memory through Complementary Curation and Consolidation Abhishek Gupta; Dongge Han; Daniel Madrigal; Wei-Ning Chen; Mayukh Das; Victor Rühle; Saravan Rajmohan Donnge Han
713 RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering Yuyang Li; Zihe Yan; Tobias Käfer Yuyang Li
717 Surfacing Minor Nuances in Subjective Expressions: Initial Evidence for Improved Output Quality in Collaborative Caption Revision Takeru Isaka; Jiro Nagao; Iwaki Toshima Takeru Isaka
718 PoliSpace: Political Opinion Prediction using Shared Latent Space Johanna D’Ciofalo Khodaverdian; Frédéric Berdoz; Roger Wattenhofer Johanna D’Ciofalo
720 RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems Jingru Lin; Chen Zhang; Yong Liu; Haizhou Li Jingru Lin
721 Beyond Retrieval: Deterministic Memory Governance with Pairwise Constraints and Certified Repair for Long-Term Language Agents Panayiotis Christou; Miguel Palma; Zefan Du; Kaixun Hua; Ying Mao Panayiotis Christou
722 Outgrowing the Curse of Multilinguality: Scaling Strategies for Efficient Language Adaptation Kevin Glocker; Kätriin Kukk; Romina Oji; Marcel Bollmann; Marco Kuhlmann; Jenny Kunz Kevin Glocker
723 Auditing Bias Detection Under Source Shift: A Source-Aware Benchmark and Evaluation Protocol Ana Pinto; Alvaro Figueira Ana Pinto; if Ana is unavailable, Álvaro Figueira
724 HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents Letian Li; Chao Shen; Shuzhao Xie; Chenghao Gu; ZhengXiao He; Yu Meng; Xin Yang; Wenyuan Jiang; Zhi Wang Letian Li
726 Vouch: Counterfactual Contracts for Multi-Agent Coordination Abhay Bhandarkar; Vedanth Nanesha Abhay Bhandarkar
727 Training LLMs Beyond Next Token Prediction - Filling the Mutual Information Gap Chun-Hao Yang; Bo-Han Feng; Tzu-Yuan Lai; Yan-Yu Chen; Yin-Kai Dean Huang; Shou-De Lin Chun-Hao Yang, Bo-Han Feng
728 Structural vs Cultural Reasoning: Reliability Limits of LLM-as-a-Judge in Multilingual Evaluation Shehenaz Hossain; Houda Bouamor; Haithem Afli Shehenaz Hossain
729 Decisions by Discrimination: Differential Evidence for Medical Reasoning Yunpeng Xiao; Yuzhang Xie; Junhao Huang; Carl Yang; Xiao Hu; Kai Shu Yunpeng Xiao
740 Towards Smart Exploration: Reinforcement Learning for LLM Agents Guided by Meta-Actions Hanwen Tong; Zhengqi Zhang; Ruixuan Lu; Jincheng Dai; Bin Yang; Bo Zheng; Feng Wei Hanwen Tong
741 Sampling via Decision-Flow: Training-Free Extraction of Improved Latent Reasoning Paths in Large Language Models Zhendong Mi; Shaoyi Huang Zhendong Mi
742 Towards Universal Calibration for In-Context Learning Awik Dhar; Sunita Sarawagi; Arpit Agarwal Awik Dhar
743 Data Augmentation for Improving Contextual Faithfulness Under Knowledge Conflict Mohith Rajesh; Raj Maheshwari; Vashisth Tiwari; Yonatan Bisk; Emma Strubell; Jeremiah Milbauer; Jared Fernandez Mohith Rajesh
745 Adaptation, Not Algorithm: PEFT and Full Fine-Tuning Degrade Jailbreak Safety Equivalently Across Five Open-Weight LLMs Taleef Tamsal; Jonathan Rusert Taleef Tamsal
750 Activation-Efficient Fine-Tuning via Sequence-Compressed Low-Rank Subspaces Irene Tenison; Stella Ahn; Miriam Kim; Ebtisam Alshehri; Lalana Kagal Irene Tenison
754 Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in LLMs Tiejin Chen; Xiaoou Liu; Ahmadreza Moradipari; Michael Clifford; Kyungtae Han; Yitao Chen; Nejib Ammar; Hua Wei Tiejin Chen
755 Leveraging Articulatory Phonetic Group Recognition for Robust Speech Enhancement for Cochlear Implants in Complex Acoustic Environments Sohini Saha; Leslie M. Collins; Boyla Mainsah Sohini Saha
756 Diverse Reasoning Paths Matter: Symbolic Equivalence Augmentation for Enhancing RL Exploration Xiaoou Liu; Tiejin Chen; Hanyang Chen; Yuan Ling; Hua Wei Xiaoou Liu, Tiejin Chen
762 The Cost of Compression: A Rate-Distortion Limit on Factual Hallucination Wang Xi; Shijia Xu; Rongfeng Guo Shijia Xu
763 An Empirical Study of Position Bias in Visualized Text Retrieval Cuiqiaoshu Pan; Ziyang Zeng; Dun Zhang; Yuqing Yang Cuiqiaoshu Pan
765 Synthesizing Code Completion Trajectories for Mid-training in Software Engineering Siwei Xu; Qiyuan Liu; Ruifan Li Siwei Xu
766 A Geometric Perspective on Stabilizing Value Conflict Resolution Saket Reddy; Andy Liu Saket Reddy
767 Do LLMs Have Social Sense? Evaluating Alignment of Conversation Understanding and Reasoning Zhaoqing Wu; Dan Goldwasser Zhaoqing Wu
768 Parameter-Efficient Domain Adversarial Training for Lightweight Framewise Phoneme Classification Sohini Saha; Leslie M. Collins; Boyla Mainsah Sohini Saha
769 M^4olGen: Multi-Agent, Multi-Stage Molecular Generation under Precise Multi-Property Constraints Yizhan Li; Florence Cloutier; Sifan Wu; Ali Parviz; Boris Knyazev; Yan Zhang; Glen Berseth; Bang Liu Bang Liu
771 BG-RAG: Concept-Mediated Bipartite Graphs for Scalable RAG Hang Gao; Yangmin Ding; Shaobo Han; Zhuocheng Jiang Hang Gao
773 Topo-Narrator: Heterogeneous Topological Memory for Long-form Narrative Generation Kai Chen; Haoran Zhang; Tian Lan; Zehua Duo; Jiang Li; Guanglai Gao; Xiangdong Su Kai Chen
779 PULSE-CARE: A Measurement-Validity Audit of Simulated-Patient Clinical Agent Evaluation Srimonti Dutta; Dinky Mishra; Aditi Singh; Akshata Kishore Moharir Srimonti Dutta
780 DensePath REINFORCE: Lightweight Policy Improvement from SFT-Induced Token-Level Reward Signals Jiangnan Li; Thuy-Trang Vu; Ehsan Abbasnejad; Gholamreza Haffari Jiangnan Li
782 When Should Language Models Search? A Topology-Aware Analysis of Reasoning Strategies Dibyanayan Bandyopadhyay; MD Tanzeel Adam Khan; Asif Ekbal Dibyanayan Bandyopadhyay
784 More Modalities, More Problems: When Multimodal Agentic Debate Hurts Time-Series Reasoning Patara Trirat Patara Trirat
785 Evaluating LLM-as-a-Judge Beyond Score Alignment: A Psychometric Analysis of Residual Judging Difficulty Longwei Cong; Sonja Hahn; Sebastian Gombert; Leon Camus; Fabian Zehner; Hendrik Drachsler; Ulf Kroehne Longwei Cong
787 ICCU: In-Context Continual Unlearning via Pattern-Induced Refusal Rules Ruihao Pan; Suhang Wang Ruihao Pan
789 Evaluation of Multilingual LLMs Personalized Text Generation Capabilities Targeting Groups and Social-Media Platforms Dominik Macko Dominik Macko
791 PerQ: Efficient Evaluation of Multilingual Text Platform-Adaptation Quality Dominik Macko; Andrew Pulver Dominik Macko
792 BrainMoE: A Brain-Inspired Modular Mixture-of-Experts Model for Multimodal Reasoning Siyao Song; Yunhao Zhang; Jingyuan Sun; Yaping Zhang; Chengqing Zong Siyao Song
793 Large Language Models for Solid-Earth Geoscience: Applications, Modalities, and Memory-Reason-Act Techniques Yisu Chen; Yiran Zhang; Yifeng Dai; Puzhen Wu; Sirui Li; Wei Liu; Yihao Ding Yiran Zhang
794 Probing Reasoning Length Control in Language Models via Neurons Dongwook Min; Jeonhwi Kang; Cheoneum Park; Seung-Hoon Na Dongwook Min
795 DALSA: Difficulty-Aware Long-to-Short LLM Reasoning with Model Merging Dongwook Min; Jeonhwi Kang; Donghyeon Jeon; Inho Kang; Seung-Hoon Na Dongwook MIn
800 DPDisc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text Liangliang Zhang; Nandana Mihindukulasooriya; Niharika S. D’Souza; Sola Shirai; Sarthak Dash; Yao Ma; Horst Samulowitz Liangliang Zhang
802 Orthogonal Style Injection: Mechanistic Persona Steering for Zero-Shot Cross-Lingual Subtitle Translation Tarun Chintada; Kshetrimayum Boynao Singh; Asif Ekbal Tarun Chintada
803 Cleansing Fine-Tuning Data to Mitigate Backdoors in LLMs via the Base Model’s Inherent Generative Abilities Qi Zhao; Yan-Keon Elster; Christian Wressnegger Qi Zhao