---
title: "ACL 2026 — all accepted papers, page 11 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 11 of 27, the most cited first; those with our summary link to it."
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# ACL 2026: all accepted papers

2,650 papers · page 11 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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1001. **[EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ↗](https://aclanthology.org/2026.acl-long.355/)**Xingrun Xing, Zheng Liu, Shitao Xiao et al. · Long Papers
1002. **[EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ↗](https://aclanthology.org/2026.acl-industry.56/)**Yuanqi Mu, Bingfeng Pi, Defei Xia et al. · Industry Track
1003. **[Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking ↗](https://aclanthology.org/2026.acl-long.816/)**Taehyeon Kim, Hyunsoo Lee, Youngsoo Jang et al. · Long Papers
1004. **[Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models ↗](https://aclanthology.org/2026.acl-long.1380/)**Youngji Roh, Hyunjin Cho, Jaehyung Kim · Long Papers
1005. **[Emergence of Minimal Circuits for Indirect Object Identification in Attention-Only Transformers ↗](https://aclanthology.org/2026.acl-srw.4/)**Rabin Adhikari · Student Research Workshop
1006. **[Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ↗](https://aclanthology.org/2026.acl-long.1770/)**Nikita Afonin, Nikita Andriianov, Vahagn Hovhannisyan et al. · Long Papers
1007. **[EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World ↗](https://aclanthology.org/2026.acl-long.53/)**Jing Ye, Lu Xiang, Yaping Zhang et al. · Long Papers
1008. **[EmoMAS: Emotion-Aware Multi-Agent System for High-Stakes Edge-Deployable Negotiation with Bayesian Orchestration ↗](https://aclanthology.org/2026.acl-long.1464/)**Yunbo Long, Yuhan Liu, Liming Xu · Long Papers
1009. **[EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ↗](https://aclanthology.org/2026.acl-long.1813/)**Pengze Guo, Jingxi Liang, Zhiwen Xie et al. · Long Papers
1010. **[Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation ↗](https://aclanthology.org/2026.acl-long.1875/)**Eunseon Seong, Harim Lee, Dahye Kim et al. · Long Papers
1011. **[Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ↗](https://aclanthology.org/2026.acl-long.424/)**Xinwei Yang, Junyi Fan, Yuqing Liu et al. · Long Papers
1012. **[Empirical Analysis of Decoding Biases in Masked Diffusion Models ↗](https://aclanthology.org/2026.acl-long.311/)**Pengcheng Huang, Tianming Liu, Zhenghao Liu et al. · Long Papers
1013. **[Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning ↗](https://aclanthology.org/2026.acl-long.1670/)**Tianyi Men, Zhuoran Jin, Pengfei Cao et al. · Long Papers
1014. **[Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization ↗](https://aclanthology.org/2026.acl-long.1962/)**Yifeng Ding, Hung Le, Songyang Han et al. · Long Papers
1015. **[Empowering Tabular Data Preparation with Language Models: Why and How? ↗](https://aclanthology.org/2026.acl-long.8/)**Mengshi Chen, Yuxiang Sun, Tengchao Li et al. · Long Papers
1016. **[Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision ↗](https://aclanthology.org/2026.acl-long.1169/)**Ge Chang, Jinbo Su, Jiacheng Liu et al. · Long Papers
1017. **[Enhancing Job Evaluation with Data Augmentation and Text Classification ↗](https://aclanthology.org/2026.acl-industry.59/)**Samaneh Jalilian, Niels van Weeren, Mohammad Shokri et al. · Industry Track
1018. **[Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization ↗](https://aclanthology.org/2026.acl-long.1462/)**Junzhe Wang, Zhiheng Xi, Yajie Yang et al. · Long Papers
1019. **[Enhancing Lexical Relation Mining with Structured Sememe Knowledge ↗](https://aclanthology.org/2026.acl-long.224/)**Hansi Wang, Qiliang Liang, Yue Wang et al. · Long Papers
1020. **[Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks ↗](https://aclanthology.org/2026.acl-short.27/)**Atsuki Yamaguchi, Maggie Mi, Nikolaos Aletras · Short Papers
1021. **[Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ↗](https://aclanthology.org/2026.acl-long.1043/)**Rui Song, Lida Shi, Ruihua Qi et al. · Long Papers
1022. **[Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation ↗](https://aclanthology.org/2026.acl-industry.55/)**Minping Chen, Bing Xu, Zulong Chen et al. · Industry Track
1023. **[Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning ↗](https://aclanthology.org/2026.acl-long.1718/)**Qin Zhou, Guoyan Liang, Qianyi Yang et al. · Long Papers
1024. **[Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation ↗](https://aclanthology.org/2026.acl-long.1312/)**Pierre Fihey, Matthieu Labeau, Pavlo Mozharovskyi · Long Papers
1025. **[Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ↗](https://aclanthology.org/2026.acl-long.357/)**Ao Wang, Xinghao Yang, Yongshun Gong et al. · Long Papers
1026. **[Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ↗](https://aclanthology.org/2026.acl-industry.132/)**Soumya Jain, Ayush Kumar · Industry Track
1027. **[EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs ↗](https://aclanthology.org/2026.acl-long.1026/)**Jewon Yeom, Jaewon Sok, Seonghyeon Park et al. · Long Papers
1028. **[EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning ↗](https://aclanthology.org/2026.acl-long.100/)**Jiawei Liu, Qisi Chen, Jianshu Zhang et al. · Long Papers
1029. **[Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models ↗](https://aclanthology.org/2026.acl-long.88/)**Huazheng Wang, Yongcheng Jing, Haifeng Sun et al. · Long Papers
1030. **[Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection ↗](https://aclanthology.org/2026.acl-long.1636/)**Linxuan Du, Guangquan Xue, Xiaobo Liang et al. · Long Papers
1031. **[Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation ↗](https://aclanthology.org/2026.acl-long.1979/)**Huizi Cui, Huan Ma, Qilin Wang et al. · Long Papers
1032. **[EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ↗](https://aclanthology.org/2026.acl-long.1569/)**Jiawen Deng, Wei Li, Wentao Zhang et al. · Long Papers
1033. **[Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks ↗](https://aclanthology.org/2026.acl-long.1846/)**Sunil Kumar Maurya, Xin Liu · Long Papers
1034. **[Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ↗](https://aclanthology.org/2026.acl-long.1957/)**Gagan Mundada, Rohan Surana, Nandhini Swaminathan et al. · Long Papers
1035. **[Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ↗](https://aclanthology.org/2026.acl-long.150/)**Jinu Lee, Kyoung-Woon On, Sophia Simeng Han et al. · Long Papers
1036. **[Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors ↗](https://aclanthology.org/2026.acl-long.729/)**Raoyuan Zhao, Yihong Liu, Lena Altinger et al. · Long Papers
1037. **[Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ↗](https://aclanthology.org/2026.acl-long.2112/)**Kyubyung Chae, Jewon Yeom, Jeongjae Park et al. · Long Papers
1038. **[Evaluating Temporal Consistency in Multi-Turn Language Models ↗](https://aclanthology.org/2026.acl-long.2133/)**Yash Kumar Atri, Steven L. Johnson, Thomas Hartvigsen · Long Papers
1039. **[Evaluating Visual Narrative Coherence in Story Visualization via Diversified Storylines ↗](https://aclanthology.org/2026.acl-long.1578/)**Minha Jhang, Kyeongman Park, Hyukhun Koh et al. · Long Papers
1040. **[Evaluating the Expressive Appropriateness of Speech in Rich Contexts ↗](https://aclanthology.org/2026.acl-long.411/)**Tianrui Wang, Ziyang Ma, Yizhou Peng et al. · Long Papers
1041. **[Evaluating the Impact of Verbal Multiword Expressions on Machine Translation ↗](https://aclanthology.org/2026.acl-long.698/)**Linfeng Liu, Saptarshi Ghosh, Tianyu Jiang · Long Papers
1042. **[Evaluation Pitfalls and Challenges in Multimedia Event Extraction ↗](https://aclanthology.org/2026.acl-long.1426/)**Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al. · Long Papers
1043. **[Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ↗](https://aclanthology.org/2026.acl-srw.106/)**Kaito Watanabe, Taisei Yamamoto, Tomoki Doi et al. · Student Research Workshop · 🏆 SRW Best Paper Award
1044. **[EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ↗](https://aclanthology.org/2026.acl-long.198/)**Zhengyi Zhao, Shubo Zhang, Yiming Du et al. · Long Papers
1045. **[EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ↗](https://aclanthology.org/2026.acl-long.2125/)**Chuanrui Hu, Xingze Gao, Zuyi Zhou et al. · Long Papers
1046. **[Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ↗](https://aclanthology.org/2026.acl-long.464/)**Xiang Hu, Zhanchao Zhou, Ruiqi Liang et al. · Long Papers
1047. **[Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection ↗](https://aclanthology.org/2026.acl-long.232/)**Yuhang Yang, Kai Tang, Chao Ye et al. · Long Papers
1048. **[Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning ↗](https://aclanthology.org/2026.acl-long.1404/)**Xin Guan, Zijian Li, Shen Huang et al. · Long Papers
1049. **[Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data ↗](https://aclanthology.org/2026.acl-industry.50/)**Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez et al. · Industry Track
1050. **[Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ↗](https://aclanthology.org/2026.acl-long.330/)**Bingyu Yan, Xiaoming Zhang, JinYu Hou et al. · Long Papers
1051. **[Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ↗](https://aclanthology.org/2026.acl-long.1469/)**Xianda Zheng, Huan Gao, Meng-Fen Chiang et al. · Long Papers
1052. **[EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ↗](https://aclanthology.org/2026.acl-long.544/)**Xiaoying Le, Pengfei Qian, Yuanzhao Zhai et al. · Long Papers
1053. **[EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ↗](https://aclanthology.org/2026.acl-long.1771/)**Guibin Zhang, Haiyang Yu, Kaiming Yang et al. · Long Papers
1054. **[EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ↗](https://aclanthology.org/2026.acl-long.447/)**Xiaoyu Xiong, Yuqi Ren, Deyi Xiong · Long Papers
1055. **[EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ↗](https://aclanthology.org/2026.acl-long.1480/)**Shiyu He, Minchi Kuang, Mengxian Wang et al. · Long Papers
1056. **[Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ↗](https://aclanthology.org/2026.acl-long.148/)**Zhenhua Liu, Lijun Li, Ruizhe Chen et al. · Long Papers · 🏆 Outstanding Paper
1057. **[Evolutionary Negative Module Pruning for Better LoRA Merging ↗](https://aclanthology.org/2026.acl-long.1730/)**Anda Cao, Zhuo Gou, Yi Wang et al. · Long Papers
1058. **[Evolutionary Search for Automated Design of Uncertainty Quantification Methods ↗](https://aclanthology.org/2026.acl-srw.115/)**Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii et al. · Student Research Workshop
1059. **[Evolutionary Strategies at Scale lead to Catastrophic Forgetting ↗](https://aclanthology.org/2026.acl-short.18/)**Immanuel Abdi, Akshat Gupta, Micah Mok et al. · Short Papers
1060. **[EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation ↗](https://aclanthology.org/2026.acl-long.878/)**Xinda Wang, Zhengxu Hou, Yangshijie Zhang et al. · Long Papers
1061. **[Evolving Agents ↗](https://aclanthology.org/2026.acl-long.754/)**Leonardo Ranaldi · Long Papers
1062. **[Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting ↗](https://aclanthology.org/2026.acl-long.1776/)**Siyuan Li, Yunjia Wu, Yiyong Xiao et al. · Long Papers
1063. **[Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ↗](https://aclanthology.org/2026.acl-long.530/)**Ruizi Han, Miao Zhang, Ziyue Qiao et al. · Long Papers
1064. **[ExPerT: Personalizing LLM Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ↗](https://aclanthology.org/2026.acl-long.959/)**Yeji Park, Jiwon Tark, Taesik Gong · Long Papers
1065. **[Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming ↗](https://aclanthology.org/2026.acl-long.1731/)**Yuhao Li, Haifeng Sun, Xuesong Zhang et al. · Long Papers
1066. **[ExecVerify: White-Box RL with Verifiable Stepwise Rewards for Code Execution Reasoning ↗](https://aclanthology.org/2026.acl-long.631/)**Lingxiao Tang, He Ye, Zhaoyang Chu et al. · Long Papers
1067. **[Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex KBQA ↗](https://aclanthology.org/2026.acl-long.1747/)**Minghan Zhang, Zhen Yang, Haodong Zou et al. · Long Papers
1068. **[Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection ↗](https://aclanthology.org/2026.acl-long.1211/)**Xiaowei Zhu, Yubing Ren, Fang Fang et al. · Long Papers
1069. **[Expect the Unexpected? Testing the Surprisal of Salient Entities ↗](https://aclanthology.org/2026.acl-long.1413/)**Jessica Lin, Amir Zeldes · Long Papers
1070. **[Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ↗](https://aclanthology.org/2026.acl-long.1073/)**Justice Ou, Tinglin Huang, Yilun Zhao et al. · Long Papers
1071. **[Experience-driven Multi-turn Reinforcement Learning for GUI Agents ↗](https://aclanthology.org/2026.acl-long.428/)**Zhengxi Lu, Jiabo Ye, Fei Tang et al. · Long Papers
1072. **[Experiments or Outcomes? Probing Scientific Feasibility in Large Language Models ↗](https://aclanthology.org/2026.acl-short.50/)**Seyedali Mohammadi, Manas Gaur, Francis Ferraro · Short Papers
1073. **[Expert Calibration Lens for Pruning Mixture of Experts ↗](https://aclanthology.org/2026.acl-demo.72/)**Luis Frentzen Salim, Chia-Chun Wu, Tran Van Nhiem et al. · System Demonstrations
1074. **[Explain the Synth: Interpretable Evaluation of LLM Data Synthesis ↗](https://aclanthology.org/2026.acl-long.1995/)**Yue Yang, Fan Yang, Yu Bai et al. · Long Papers
1075. **[Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI ↗](https://aclanthology.org/2026.acl-long.2018/)**Hieu Man, Van-Cuong Pham, Nghia Trung Ngo et al. · Long Papers
1076. **[Explicit Trait Inference for Multi-Agent Coordination ↗](https://aclanthology.org/2026.acl-long.77/)**Suhaib Abdurahman, Etsuko Ishii, Katerina Margatina et al. · Long Papers
1077. **[Exploring Attention Attractors in Large Language Models ↗](https://aclanthology.org/2026.acl-long.51/)**Ziheng Wang, Zihao Yue, Wenxuan Wang et al. · Long Papers
1078. **[Exploring Concreteness Through a Figurative Lens ↗](https://aclanthology.org/2026.acl-long.705/)**Saptarshi Ghosh, Tianyu Jiang · Long Papers
1079. **[Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning ↗](https://aclanthology.org/2026.acl-short.56/)**Tinnakit Udsa, Can Udomcharoenchaikit, Patomporn Payoungkhamdee et al. · Short Papers
1080. **[Exploring Layer Activation Dynamic of CoT via Knowledge Probe ↗](https://aclanthology.org/2026.acl-long.542/)**Chuanxin Zhang, Jiajun Liu, Yao He et al. · Long Papers
1081. **[Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection ↗](https://aclanthology.org/2026.acl-long.1338/)**Yi Han, Haiqi Lu, Lizi Liao et al. · Long Papers
1082. **[Extending First-Order Logic for Factual Reasoning over Knowledge Graphs ↗](https://aclanthology.org/2026.acl-long.1230/)**Yuanzhen Hao, Desheng Wu · Long Papers
1083. **[Eye Movement Features Can Predict Human Preferences on Machine-Generated Texts ↗](https://aclanthology.org/2026.acl-srw.42/)**Xiaoshan He, Xiaoqun Liu, Haodong He et al. · Student Research Workshop
1084. **[EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention ↗](https://aclanthology.org/2026.acl-long.1158/)**Yifan Zhang, Chen Huang, Yueke Zhang et al. · Long Papers
1085. **[FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ↗](https://aclanthology.org/2026.acl-long.874/)**Xuanren Chen, Chongyang Tao, Tao Shen et al. · Long Papers
1086. **[FAIRGAMER: Evaluating Social Biases in LLM-Based Video Game NPCs ↗](https://aclanthology.org/2026.acl-long.2015/)**Bingkang Shi, Jen-tse Huang, Luo Long et al. · Long Papers
1087. **[FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations ↗](https://aclanthology.org/2026.acl-long.173/)**Yoonhyung Lee, Hyunsin Park, Jinhwan Park et al. · Long Papers
1088. **[FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ↗](https://aclanthology.org/2026.acl-demo.75/)**Suparno Roy Chowdhury, Tejas Anvekar, Manan Roy Choudhury et al. · System Demonstrations
1089. **[FIGMA: Towards FIne-Grained Music retrievAl ↗](https://aclanthology.org/2026.acl-long.2197/)**Nishit Anand, Ashish Seth, Sreyan Ghosh et al. · Long Papers
1090. **[FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ↗](https://aclanthology.org/2026.acl-short.57/)**Lu Shijia, Fumiyo Fukumoto, Huang Xiaoxi et al. · Short Papers
1091. **[FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner ↗](https://aclanthology.org/2026.acl-long.1790/)**Hao Wu, Hongru Sun, Wanqing Li et al. · Long Papers
1092. **[FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ↗](https://aclanthology.org/2026.acl-long.1018/)**Yujia Fu, Heming Zhong, Dan Huang et al. · Long Papers
1093. **[FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference ↗](https://aclanthology.org/2026.acl-industry.77/)**Soumedhik Bharati, Ebad Shabbir, Jiechao Gao · Industry Track
1094. **[FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models ↗](https://aclanthology.org/2026.acl-long.2147/)**Javier Carnerero-Cano, Massimiliano Pronesti, Radu Marinescu et al. · Long Papers
1095. **[FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs ↗](https://aclanthology.org/2026.acl-demo.36/)**Meng Fang, Harry Mackenzie · System Demonstrations
1096. **[FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ↗](https://aclanthology.org/2026.acl-long.1323/)**Yubo Shan, Kun Zhang, Qiming Xu et al. · Long Papers
1097. **[Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process ↗](https://aclanthology.org/2026.acl-long.2168/)**Hail Hochman, Natalie Shapira, Yoav Goldberg · Long Papers
1098. **[Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ↗](https://aclanthology.org/2026.acl-srw.114/)**Mateusz Bystroński, Kamil Tagowski, Denis Janiak et al. · Student Research Workshop
1099. **[Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ↗](https://aclanthology.org/2026.acl-long.1937/)**Meiru Zhang, Zaiqiao Meng, Nigel Collier · Long Papers
1100. **[Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ↗](https://aclanthology.org/2026.acl-long.1317/)**Donghan Liu, Han Sun, Zhaohui Wang et al. · Long Papers

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