In-Person Posters

The AACL-IJCNLP 2026 main conference features 99 in-person posters across 6 poster sessions (November 6 – 8, 2026). Click a session in the table of contents to jump to its papers.

Poster Session 1

Friday, November 6, 11:00-12:30 · Poster area

# Paper Authors Presenter
3 YUE-PUB: A Cantonese Pragmatic Understanding Benchmark Chengyan Wu; Ziwei Gong; Jinzhi Chen; Mengmeng Su; Yun Xue; Bolei Ma Ziwei Gong
4 Beyond Bilingual Transfer: Multilingual Code-Switching in Instruction Tuning Shunta Asano; Jeonghun Baek; Toshihiko Yamasaki Shunta Asano
18 Investigating Learner-Aware Design of LLM-Generated Educational Feedback Momoka Furuhashi; Kouta Nakayama; Noboru Kawai; Takashi Kodama; Saku Sugawara; Kyosuke Takami Momoka Furuhashi
24 Multi-Signal Interpretability Identifies Task-Critical Circuits for Efficient Model Compression MANGADODDI SRIKAR VARDHAN Srikar Vardhan Mangadoddi
27 Multilinguality after Quantization: Low-Bits, Calibration Languages, Mixed-Precisions, and Cross-Linguality Muhammad Rafif Priyo Waskito; Alfan Farizki Wicaksono; Alham Fikri Aji; Haryo Akbarianto Wibowo Muhammad Rafif Priyo Waskito
37 Can LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction Hanhua Hong; Yizhi LI; Jiaoyan Chen; Luu Gia Huy; Sophia Ananiadou; Jung-jae Kim; Chenghua Lin Hanhua Hong
46 WAON: A Large-Scale Japanese Image-Text Dataset for Cultural Adaptation in Contrastive Vision-Language Models Issa Sugiura; Shuhei Kurita; Yusuke Oda; Daisuke Kawahara; Yasuo Okabe; Naoaki Okazaki Issa Sugiura
49 Grounded Revision vs. Prior Injection: Probing Retrieval-Augmented Patent Claim Amendment Josepha Michiko Leo; Hyun-seok Min; Yehoon Jang; Irvan Zidny; Jin-Woo Chung; Sungchul Choi JOSEPHA MICHIKO LEO
62 Thinking Silently for Patent Claim Generation Lekang Jiang; Wenjun Sun; Stefan Goetz Lekang Jiang
66 Useful Diversity or Hallucinated Variety? Persona-Conditioned Synthetic Query Generation for E-Commerce Search Filippos Ventirozos; Tom Armitage; Mahmoud Oshagh; Peter A. Appleby; Matthew Shardlow Filippos Ventirozos
70 Improving Multimodal Contrastive Learning of Sentence Embeddings with Object-Phrase Alignment Kaiyan Zhao; Zhongtao Miao; Yoshimasa Tsuruoka Kaiyan Zhao
80 MuSe-MI: A Framework for Assessing Multi-Session Motivational Interviewing with AI-Generated Patients Topaz Freizeit; Moreah Zisquit; Kai Golan Hashiloni; Chaitze Tavens; Doron Friedman; Kfir Bar Topaz Freizeit
82 Do LLMs Understand Context? A Knowledge Graph-Based Evaluation Framework pragatheeswaran vipulanandan; Subavarshana Arumugam; Mamta Nallaretnam; Chamath Gunapala; Kithuni Wickramasinghe; Kamal Premaratne; Uthayasanker Thayasivam Mamta N; Subavarshana A; Kithuni W; Chamath G
97 Mechanistically Understanding and Mitigating the Anchoring Effect in LLMs via Attention Head Intervention Yoshiki Takenami; Yin Jou Huang; Yugo Murawaki; Koh Takeuchi; Chenhui Chu Yoshiki Takenami
100 Measuring Iterative Temporal Reasoning with Time Puzzles Zhengxiang Wang; Zeyu Dong Zhengxiang Wang
101 Anthropogenic Regional Adaptation in Multimodal Vision-Language Model Samuel Cahyawijaya; Peerat Limkonchotiwat; Tack Hwa Wong; Carlos Rafael Catalan; Manuel Antonio Rufino; Hitesh Laxmichand Patel; Amit Agarwal; Muhammad Reza Qorib; Vicky Feliren; Holy Lovenia; Aye Hninn Khine; Frederikus Hudi; David Anugraha; Alham Fikri Aji; Romrawin Chumpu; Viet Thanh Pham; Minghan Wang; Mohamed Fazli Mohamed Imam; Ruochen Zhang; Joseph Marvin Imperial; Khumaisa Nur’aini; Do Xuan Long; Musa Izzanardi Wijanarko; Joel Ruben Antony Moniz; Patrick Amadeus Irawan; Hanif Muhammad Zhafran; Isaiah Edri W. Flores; Salsabila Zahirah Pranida; Jun Kevin; Jostin Jerico Rosal; Patricia Nicole Monderin; Kun Kerdthaisong; Ahmad Mustafid; My Chiffon Nguyen; Natchapon Jongwiriyanurak; Siva Worajitwannakul; Haochen Li; Adrian Xuan Wei Lim; Bin Wang; Muhammad Ravi Shulthan Habibi; Lynnette Hui Xian Ng; Mithil Bangera; Yeshil Bangera; Priyaranjan Pattnayak; Dun Li Chan; Sherissa Caren Djuniwar; Cho Chan Myei Oo; Ming Shan Hee Peerat Limkonchotiwat

Poster Session 2

Friday, November 6, 15:30-17:00 · Poster area

# Paper Authors Presenter
104 RabakBench: Evaluating Safety Guardrails in Singapore’s Multilingual Vernaculars Gabriel Chua; Leanne Tan; Ziyu Ge; Roy Ka-Wei Lee Leanne Tan
111 Two-Stage LLM-as-a-Judge Using Required and Bonus Criteria Kohei Tsunefuji; Akihiro Tamura; Daichi Nakatsuji; Hiroaki Oobayashi; Mitsuo Hamada; Tsuneo Kato Kohei Tsunefuji
125 VMMU: A Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark Vy Tuong Dang; An Vo; Emilio Villa-Cueva; Quang Tau; Duc Dm; Thamar Solorio; Daeyoung Kim Vy Tuong Dang
127 Mirrored Frames: LLM-Based Narrative Framing Analysis of Thai-Cambodian Border Conflict Coverage Siwakorn Bubphasawan; Attapol Rutherford Attapol Rutherford
130 Hidden Consensus: Preference-Validity Compression in Human Feedback Dorcas Chia Ern Chua; Karen Myn Hui Lee; Jia Yue Tan; Zhen Xue Gue; Han Ying Lim; Norzalena Abdul Hamid; Azima Binti Azmi; Keat Mei Yeong; Aizat Izyani binti Mujab; Hafsah Noor Azam; Chee Guo Khoo; Chee Seng Chan Karen Myn Hui Lee
132 Replacing the Human in the Loop: Towards Automated Evaluation of LLM Mathematical Proof Generalization Carolina Dias-Alexiou; Edison Marrese-Taylor; A. Solano; Yutaka Matsuo Carolina Dias-Alexiou
135 STEERLSN: Training-Free Representation Alignment through Language-Specific Neuron Subspace Interpolation Minjun Kim; Dongyeon Kim; Hoyun Song; Jihyo Kim; KyungTae Lim Kyungtae Lim
146 Synthesizing Dialogues from Social Media Data for Mental Health Support: A Case Study on Gambling Disorders Zhouqing Zhang; Lis Pereira; Wan Jou She; Benjamin Adams; Tham Piumsomboon; Kongmeng Liew Zhouqing Zhang
147 Beyond SFT: Reinforcement Learning for Safer Large Reasoning Models with Better Reasoning Ability Jinghan Jia; Nathalie Baracaldo; Sijia Liu Jinghan Jia
152 Towards the Roof of the World: NLP Progress in Tibetan Languages Xi Cao; Yijie Li; Yuan Sun; Shiwei Dong; Zeguang Huang; Nuo Qun Xi Cao
168 When Tool-Backed Skill Retrieval Fails: Source-Style Collapse in Executable Capability Retrieval Yiqi Liu; Joseph James; Yang Wang; Chenghao Xiao; Chenghua Lin Yiqi Liu
169 Feedback as an Interface: Controlling Form and Detail in LLM Translation Refinement Yiqi Liu; Flavjo Tomori; Nafise Sadat Moosavi; Steffen Eger; Chenghua Lin Yiqi Liu
173 Greedy Matching Aggregation for Soft Contrastive Learning in Multi-Label Text Classification Ryoma Kobayashi; Jiyi Li Ryoma Kobayashi
182 Dependency-Aware Trajectory Refinement for Efficient Multi-Turn Agent Fine-Tuning Zhuo Chen; Zhen Zhang; Xinyu Wang; Kewei Tu Zhuo Chen
183 ReThink: Adversarially Robust Arithmetic Reasoning via Neuro-Symbolic Soft Constraints Soikat Das; Sparsh Mittal; Rekha Singhal Soikat Das
193 Measuring the Impact of Big Five Personality Traits on Suicide Severity Level Detection with Large Language Models Kit May Shum; Yusuke Sakai; Masahiro Kaneko; Taro Watanabe Kit May Shum

Poster Session 3

Saturday, November 7, 10:30-12:00 · Poster area

# Paper Authors Presenter
202 Plan–Write–Refine: An Iterative Framework for Argumentative Essay Generation Zhijun Zhang; Qianlong Wang; Jianzhu Bao; Keyang Ding; Genan Dai; Bowen Zhang; Ruifeng Xu; Yongsheng Liang Zhijun Zhang
206 Adversarial Prompt Distillation: Efficient Jailbreak Attacks from Large to Small Language Models Xiang Li; Chong Zhang; Jia Wang; Fangyu Wu; Ben Li; Xiaobo Jin Xiang Li
209 RESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems Haichuan Hu; Jiashuo Wang; Yang Xiao; Mingni Tang; Jiawen Duan; Quanjun Zhang; Congqing He; Hao Zhang; Johan F. Hoorn; Wenjie Li Haichuan Hu
216 GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs Chengguang Gan; Yunhao Liang; Yoshihiro Tsujii; Tatsunori Mori; Shiwen Ni; Hiroki Itoh GAN CHENGGUANG
220 Beyond Accuracy: ARIA-Rubrics for Evaluating Audio Reasoning in Large Audio Language Models Yupei Li; Qiyang Sun; Mohamed Mady; Chenxi Wang; Zhengwei Gong; Berrak Sisman; Björn Schuller Mohamed Mady
228 Large Language and Vision-Language Models as World Models: A Survey Azmine Toushik Wasi; Sadia Tasnim Meem; Riashat Islam; Md Rizwan Parvez Azmine Toushik Wasi
230 Is There a Dr. House in the Machine? A Survey of Clinical and Diagnostic Reasoning in LLM-based Medical Agents Azmine Toushik Wasi; Abdur Rahman; Riashat Islam; Md Rizwan Parvez Azmine Toushik Wasi
233 When Choices Become Risks: Safety Failures of Large Language Models under Multiple-Choice Constraints Yuheng Chen; Zhiyu Wu; Bowen Cheng; Yihang Wu; Tetsuro Takahashi Yuheng Chen
248 RegMix-D: Dynamic Data Mixing via Proxy Training Trajectories Kaiyan Zhao; Zhongtao Miao; Akiko Aizawa; Yoshimasa Tsuruoka Kaiyan Zhao
251 CCTU: A Benchmark for Tool Use under Complex Constraints Junjie Ye; Guoqiang Zhang; Wenjie Fu; Zelin Li; Tao Gui; Qi Zhang; Xuanjing Huang Junjie Ye
253 LOTUS: Language-vision Optimal Transport for Unified report Synthesis Xuhui Li; Jiachen Liu Jiachen Liu
256 From Lexical to Entity-Level: Predicting Individual Knowledge Boundaries via Knowledge Graph Label Propagation Shuyi Yu; Yusuke Sakai; Hidetaka Kamigaito; Taro Watanabe Shuyi Yu
279 BHAID: A Dataset of LLM-Generated Text in Indian Languages with a Dual Contrastive Learning Framework for Detection Shifali Agrahari; SUJIT KUMAR; Ranbir Singh Sanasam Shifali Agrahari
280 LecTrans: A Multimodal Translation Benchmark for Academic Lectures Frederikus Hudi; Nina Nanakorn; Justin Vasselli; Yusuke Sakai; Hidetaka Kamigaito; Akihiro Tamura; Taro Watanabe Frederikus Hudi
311 DunbaaBERT: From Sacrifice to Semantics Iffat Maab; Waleed Jamil; Raphael Schmitt Iffat Maab
332 TileBench: A Controlled Benchmark for Performance Evaluation and Bottleneck Diagnosis of Tile-Based Programming Models Bowen Cui; Zhongchun Zhou; Hao Wu; Tejas Ramesh; Junyu Yin; Jialiang Gu; Keren Zhou Zhongchun Zhou

Poster Session 4

Saturday, November 7, 13:30-15:00 · Poster area

# Paper Authors Presenter
354 HakushoBench: A Japanese Chart and Table VQA Benchmark from Governmental White Papers Issa Sugiura; Shuhei Kurita; Yusuke Oda; Naoaki Okazaki Issa Sugiura
360 Scale-Aligned Reinforcement Learning for Adaptive Computation Allocation in Reasoning Language Models Yilin Liu; Xuan Wang; Zheng Yang; Zhuoran Li; FAN WAN; Wu Chen; Xiaojie Wang Yilin Liu
369 BAEmpEval: A Framework for Probing Large Audio Language Models on Multidimensional Empathetic Response Assessment Jingxi Liang; Pengze Guo; Qifeng Wang; Zhiwen Xie; Yujia Huo; Derek F. Wong Pengze Guo
370 SQLStructEval: Structural Evaluation of LLM Text-to-SQL Generation Yixi Zhou; Fan Zhang; Zhiqiao Guo; YU CHEN; Haipeng Zhang; Preslav Nakov; Zhuohan Xie Yixi Zhou
379 Style-Aware Translation for Multi-Word Expressions in Low-Resource Languages Antonios Dimakis; Antonios Anastasopoulos Antonios Dimakis
387 ReleaseEval: A Benchmark for Evaluating Language Models in Automated Release Note Generation Qianru Meng; Zhaochun Ren; Joost Visser Qianru Meng
390 EXAM$^2$: $\underline{Ex}tending$ $\underline{A}udio$ $Understanding$ $in$ $\underline{M}ultilingual$ $and$ $\underline{M}ultimodal$ $Analysis$ Jiawen Wang; Xiaoxue Gao; Zi Haur Pang; Nancy F. Chen Jiawen Wang
397 The Image Reconstruction Game: Drawing Common Ground Through Iterative Multimodal Dialogue Sherzod Hakimov; Mattia D’Agostini; Ivan Samodelkin; David Schlangen David Schlangen
407 Activation Residual Hessian Quantization for Low-Bit Large Language Model Inference Yifeng wang; Zhun Sun; Hakaze Cho; Linlin Wang; Keisuke Sakaguchi Yifeng Wang
423 When Quality Filters Backfire: Agreement-Based Latent Filtering Hurts Bootstrap Pretraining Suan Lee; JaeSeong Kim Jaeseong Kim
438 An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages Yinhan Lu; Gaganpreet Jhajj; Chen Zhang; Anietie Andy; David Ifeoluwa Adelani Yinhan Lu
448 When more supervision hurts: reward design for structured biomedical reasoning in 4B models Batuhan Nursal; Christophe Ye; Xinyu Guo; Xin He; Cassie S. Mitchell Batuhan Nursal
452 CULTURETALK-ID: A Multi-Task Dialogue Benchmark for Cultural Commonsense in Indonesian Local Languages Muhammad Dehan Al Kautsar; Salsabila Zahirah Pranida; Bilal Elbouardi; Fajri Koto Muhammad Dehan Al Kautsar
458 Pretraining Builds Cooperation, Not Components: Tracking Inter-Layer Coordination via Lie Brackets JaeSeong Kim; Suan Lee Jaeseong Kim
466 Corrective Retrieval Augmented Generation Shi-Qi Yan; Jia-Chen Gu; Yun Zhu; Zhen-Hua Ling Shi-Qi Yan
492 Copy Less, Ground More: Selective and Confidence-Aware Decoding for Grounded Legal Generation Tan-Minh Nguyen; Truong Dinh Do; Hiep K. V. Nguyen; Le-Minh Nguyen Tan-Minh Nguyen
601 GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Maya Arseven; Anette Frank; Beni Egressy; Johann Higl; Moritz Plenz Moritz Plenz

Poster Session 5

Sunday, November 8, 10:30-12:00 · Poster area

# Paper Authors Presenter
533 OMIT the Action: Measuring Framing-Invariant Omission Bias under Philosophical Disagreement Sihyeon Lee; Jihun Song; Chanwoo Kim; Jiwoo Kum; Chanjun Park Sihyeon Lee
534 Structured but Silent: Probing Capability Requirements in LLM Hidden States Kyojun Choo; Minsoo Song; Yunju Kang; Chanjun Park Kyojun Choo
539 CASCADE: Cognitive Assessment via Sentence Context and Distortion Extraction Archit Narumanchi; Azamat Rashidov; Jong C. Park Archit Narumanchi
543 Entailed Opinion Matters: Improving the Fact-Checking Performance of Language Models by Relying on their Entailment Ability Gaurav Kumar; Ayush Garg; Debajyoti Mazumder; Aditya Kishore; Babu kumar; Jasabanta Patro Gaurav Kumar
546 Mass-Tail SHAP Entropy: A Regime-Conditional Decoder for Vision-Language Model Hallucination Jaegwang Shin; Suan Lee Jaegwang Shin
553 IndexRAG: Bridging Facts for Cross-Document Reasoning at Index Time Zhenghua Bao; Yi Shi Zhenghua Bao
556 GPC-E4: Generalized Consistency and Entropic Evidence for Backdoor Detection in Vision Language Models Xuan Wang; Xuehu Yan; Yu-liang Lu; Kejiang Ye; Cheng-zhong Xu; Xitong Gao Xitong Gao
570 Efficient Many-Shot In-Context Learning with Task-Level Compression and Instance-Level Retrieval Masayuki Kawarada; Ukyo Honda; Sho Takase Masayuki Kawarada
578 Polar: A Benchmark for Evaluating Political Bias in LLMs Heejin Kim; Sangho Kim; Hyunggeun Jeon; Yoonhee Park; Jaejin Lee Sangho Kim
580 Reducing Logprob Without Causal Verification: Diagnosing SAE-Based PII Suppression in LLMs CHAERIN LEE; Wonho Lee; Sohee Park; Daeseon Choi CHAERIN LEE
594 Encoded but Not Routed: Explaining the Table-Chart Gap in Scientific Claim Verification Sunisth Kumar; Xanh Ho; Tim Schopf; Andre Greiner-Petter; Florian Boudin; Akiko Aizawa Sunisth Kumar
603 Psychometric Benchmark and Bias Assessment in Open-Source Pre-trained NLI Models Fadi Amun; Ofir Cohen; Aviad Elyashar; Odeya Cohen; Rami Puzis Rami Puzis
606 Not All Graphs Are Maps: A Task-Agnostic Exploration Framework for Mobile GUI Navigation Adamo Orsini; Seyed Mehdi Ayyoubzadeh; Sadman Rakib Pinon; Hannuo Zhang; Koosha Gholipour Baradari; YUANHAO YU; Xinxin Zuo; Yang Wang Adamo Orsini
611 Skin-Deep: A Geometric Diagnostic for Alignment Fragility in Large Language Model Representations Dongyub Jude Lee; Jungseob Lee; Seungyoon Lee; Seongtae Hong; Suhyune Son; Sugyeong Eo; Jaehyung Seo; Heuiseok Lim Jungseob Lee
618 DiagBench: A Medical-Text-Adjudicated Benchmark for Staged Diagnosis-Revision Calibration in Chinese Inpatient EHRs Huawei Feng; Dongsheng Shi; Linlin Wang Huawei Feng
624 Molecule Generation through Reasoning with Large Language Models Congfeng Cao; Di Wu; Zhi Zhang; JIA-HONG HUANG; Jelke Bloem; Khalil Sima’an Jelke Bloem
635 FreakOut-LLM: The Effect of Emotional Stimuli on Safety Alignment Daniel Kuznetsov; Ofir Cohen; Karin Shistik; Asaf Shabtai; Rami Puzis Rami Puzis

Poster Session 6

Sunday, November 8, 14:00-15:30 · Poster area

# Paper Authors Presenter
642 Behaviorally Grounded User Profiles from the Wild for Personalized Alignment and Multi-Perspective Reasoning Yuxuan Li; Victor Zhong; Ehsan Kamalloo Yuxuan Li
676 From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs Yingjian Chen; Haoran Liu; Yinhong Liu; Sherry T. Tong; Aosong Feng; Jinghui Lu; JTzhang; Yusuke Iwasawa; Yutaka Matsuo; Irene Li Yingjian Chen
677 CORA: A Protocol for Diagnosing Boundary Robustness in Text-to-Audio Retrieval under Query Reformulations WOO JAE MIN; Kyongmin Kong; Bogyung Jeong; Minjeong kim; HaeJun Yoo; Du-Seong Chang Jae Min Woo
678 It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models Xiangyu Zhao; Yaling Shen; Yiwen Jiang; Zimu Wang; Jiahe Liu; Maxmartwell H Cheng; Guilherme C Oliveira; Robert Desimone; Dominic Dwyer; Zongyuan Ge Xiangyu Zhao
683 UniToR: Towards Universal Token-level Routing for Efficient Reasoning in Large Language Models Nguyen-Khang Le; Truong Dinh Do; Le-Minh Nguyen Nguyen-Khang Le
711 No Masking Needed: Predicting Latent Semantics for Efficient Pre-training of Encoder-based Language Models Gábor Berend Gábor Berend
715 POLAR: Ontology-Guided Risk Prevention for Tool-Calling LLM Agents Yunju Kang; Seonghyeon Cho; Irene Li; Yeo Chan Yoon; Chanjun Park Seonghyeon Cho
751 Cultural Awareness is Represented but Not Decoded: Tracing Mythological Knowledge across 18 Open-Source LLMs Iaroslav Chelombitko; Mika Hämäläinen Iaroslav Chelombitko
757 Superficial Reflection or Genuine Thought? A Fine-Grained Cognitive Analysis of Large Reasoning Models Yuxiang Chen; Zuohan Wu; Ziwei Wang; Xiangning Yu; Xujia Li; Linyi Yang; Mengyue Yang; Jun Wang; Lei Chen Zuohan Wu
759 Beyond Diagnosis: Evaluating Recommendation Stability under Counterfactual Skin-Tone Perturbations Hyunwoo Yoo; Kyusik Kim; Gail Rosen Hyunwoo Yoo
760 Revisiting Co-Evolution for Multi-Turn Safety Alignment: Limitations and Alignment Tax Mitigation Yoshiaki Sata; Kouta Nakayama Kouta Nakayama
764 Optimizing Reasoning LLMs for Automated Feature Engineering via Multi-Stage Direct Preference Optimization Mingzhi Hu; Menghai Pan; Yuzhong Chen; Junpeng Wang; Yingtong Dou; Vineeth Rakesh; Hoang Anh Duy Le; Uday Singh Saini; Xin Dai; Xiran Fan; Yuqing Liu; Yiwei Cai Yuzhong Chen
786 Efficient Multimodal Planning Agent for Visual Question-Answering Zhuo Chen; Xinyu Geng; Xinyu Wang; Yong Jiang; Zhen Zhang; Pengjun Xie; Kewei Tu Zhuo Chen
788 YaPO: Learnable Sparse Activation Steering Vectors for Domain Adaptation Abdelaziz BOUNHAR; Rania Elbadry; Hadi Abdine; Preslav Nakov; Michalis Vazirgiannis; Guokan Shang Guokan Shang
790 Reading Between the Layers: Cross-Modal Alignment and Representational Hierarchy in Vision Transformers Sugam Karki; Raúl Vázquez; Yova Kementchedjhieva Sugam Karki
796 SeEM: Selective Dictionary-based Translation on Large Language Models Hongyuan Lu; Zixuan Li; Wai Lam Hongyuan Lu
797 Beyond Consensus: Diagnosing Coverage, Majority Bias, and Grounding Equity in High-Stakes Multi-Document Diversity Summarization Jane Arleth dela Cruz; Iris Hendrickx; Martha Larson Jane Arleth dela Cruz