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# Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 5 of 26 · the most cited first · [← Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)

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401. **[A2O: LLM-based Agentic Learning of Action-to-Object Features for Video Action Recognition ↗](https://aclanthology.org/2026.findings-acl.1805/)**Taiki Sekii, Fumiaki Sato
402. **[ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development ↗](https://aclanthology.org/2026.findings-acl.1142/)**Jie Yang, Honglin Guo, Li Ji et al.
403. **[ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue ↗](https://aclanthology.org/2026.findings-acl.155/)**Jiawei Shen, Jia Zhu, Hanghui Guo et al.
404. **[ACSE: An Ancient Character Semantic-Aware Embedding for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.437/)**Zhihan Zhou, Daqian Shi, Lida Shi et al.
405. **[ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.165/)**Tingyun li, Zishang Jiang, Jinyi Han et al.
406. **[AED-RAG: Continuous Multi-Granular Context Fusion for Retrieval-Augmented Generation via Adaptive Ensemble Decoding ↗](https://aclanthology.org/2026.findings-acl.1148/)**Junzhe Zhou, Fulin Lin, Tairan Cheng et al.
407. **[AEQ-Bench: Measuring Empathy of Omni-Modal Large Models ↗](https://aclanthology.org/2026.findings-acl.1813/)**Xuan Luo, Lewei Yao, Lanqing Hong et al.
408. **[AFMRL: Attribute-Enhanced Fine-Grained Multi-Modal Representation Learning in E-commerce ↗](https://aclanthology.org/2026.findings-acl.704/)**Biao Zhang, Lixin Chen, Bin Zhang et al.
409. **[AGGC: Adaptive Group Gradient Clipping for Stabilizing Large Language Model Training ↗](https://aclanthology.org/2026.findings-acl.339/)**Zhiyuan Li, Yuan Wu, Yi Chang
410. **[AGIC: Attention-Guided Image Captioning to Improve Caption Relevance ↗](https://aclanthology.org/2026.findings-eacl.342/)**L. D. M. S. Sai Teja, Ashok Urlana, Pruthwik Mishra
411. **[AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality ↗](https://aclanthology.org/2026.findings-acl.665/)**Pengyu Li, Lingling Zhang, Zhitao Gao et al.
412. **[AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives ↗](https://aclanthology.org/2026.findings-acl.1464/)**Yanxi Chen, Wenhui Zhu, Xiwen Chen et al.
413. **[AHEAD: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in MLLMs ↗](https://aclanthology.org/2026.findings-acl.425/)**Jiale Chang, Ying Li, Siliang Tang et al.
414. **[AI Agents for the Science of Science: A Survey of Tasks, Architectures, Evaluations, and Challenges ↗](https://aclanthology.org/2026.findings-acl.1804/)**Yixuan Liu, Yicheng Zhang
415. **[AICA-Bench: Holistically Examining the Capabilities of VLMs in Affective Image Content Analysis ↗](https://aclanthology.org/2026.findings-acl.661/)**Dong She, Xianrong Yao, Liqun Chen et al.
416. **[AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation ↗](https://aclanthology.org/2026.findings-acl.1269/)**Wentao Shi, Yu Wang, Yuyang Zhao et al.
417. **[ALGOGEN: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization ↗](https://aclanthology.org/2026.findings-acl.156/)**Liaokunpeng, Yuexiao Ma, Yisheng Lin et al.
418. **[AMA: Adaptive Memory via Multi-Agent Collaboration ↗](https://aclanthology.org/2026.findings-acl.152/)**Weiquan Huang, Zixuan Wang, Hehai Lin et al.
419. **[AMO-Bench: Large Language Models Still Struggle in High School Math Competitions ↗](https://aclanthology.org/2026.findings-acl.101/)**Junlin Liu, Shengnan An, Shuang Zhou et al.
420. **[ANCHOR: LLM-driven Subject Conditioning for Text-to-Image Synthesis ↗](https://aclanthology.org/2026.findings-acl.30/)**Aashish Anantha Ramakrishnan, Sharon X Huang, Dongwon Lee
421. **[AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search ↗](https://aclanthology.org/2026.findings-acl.1734/)**Xiaozhuang Song, Xuanhao Pan, Xinjian Zhao et al.
422. **[APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation ↗](https://aclanthology.org/2026.findings-acl.243/)**Dongliang Chen, Xinlin Zhuang, Junjie Xu et al.
423. **[ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents ↗](https://aclanthology.org/2026.findings-acl.930/)**Yilun Yao, Shan Huang, Elsie Dai et al.
424. **[ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.289/)**Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng et al.
425. **[ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code ↗](https://aclanthology.org/2026.findings-acl.1365/)**Jian Xie, Zhendong Chu, Aoxiao Zhong et al.
426. **[AROMA: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling ↗](https://aclanthology.org/2026.findings-acl.1594/)**Wang Zhenyu, Geyan Ye, Wei Liu et al.
427. **[ART: Adaptive Reasoning Trees for Explainable Claim Verification ↗](https://aclanthology.org/2026.findings-eacl.28/)**Sahil Wadhwa, Himanshu Kumar, Guanqun Yang et al.
428. **[ART: Attention-Regularized Transformers for Multi-Modal Robustness ↗](https://aclanthology.org/2026.findings-eacl.292/)**Mohammed Bouri, Mohammed Erradi, Adnane Saoud
429. **[ATAAT: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models ↗](https://aclanthology.org/2026.findings-acl.1077/)**Kewei Chen, Yayu Long, Shuai Li et al.
430. **[ATLAS: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning ↗](https://aclanthology.org/2026.findings-acl.867/)**Jinyang Wu, Guocheng Zhai, Ruihan Jin et al.
431. **[AUDITA: A New Dataset to Audit Humans vs. AI Skill at Audio QA ↗](https://aclanthology.org/2026.findings-acl.1292/)**Tasnim Kabir, Dmytro Kurdydyk, Aadi Palnitkar et al.
432. **[AURORA: Neuro-Symbolic Continual Indexing for Evolving RAG Systems ↗](https://aclanthology.org/2026.findings-acl.495/)**Manoj Saravanan, Rohit Kumar Salla, Ramya Manasa Amancherla
433. **[AVA: Attentive VLM Agent for Mastering StarCraft II ↗](https://aclanthology.org/2026.findings-acl.208/)**Weiyu Ma, Yuqian Fu, Zecheng Zhang et al.
434. **[AWARE: Agentic Knowledge Warehousing for Contextual Intelligence ↗](https://aclanthology.org/2026.findings-acl.120/)**Hongjin Qian, Siqi Bao, Zhao Cao et al.
435. **[Abstractive Summarization of Bengali Academic Videos Based on Audio Subtitles ↗](https://aclanthology.org/2026.findings-eacl.348/)**Lamisa Bintee Mizan Deya, Farhatun Shama, Abdul Aziz et al.
436. **[Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer ↗](https://aclanthology.org/2026.findings-acl.5/)**Meishu Peng, Ziyue Zhang, Yi Zhang et al.
437. **[Accelerating Prefilling via Decoding-time Contribution Sparsity ↗](https://aclanthology.org/2026.findings-acl.801/)**Zhiyuan He, Yike Zhang, Chengruidong Zhang et al.
438. **[Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity ↗](https://aclanthology.org/2026.findings-acl.1501/)**Yucheng Zhou, Jianbing Shen
439. **[Across Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation ↗](https://aclanthology.org/2026.findings-acl.1216/)**Qiming Zhu, Jialun Cao, Xuanang Chen et al.
440. **[Activation Reward Models for Few-Shot Model Alignment ↗](https://aclanthology.org/2026.findings-acl.1709/)**Tianning Chai, Chancharik Mitra, Brandon Huang et al.
441. **[Activation Steering for Chain-of-Thought Compression ↗](https://aclanthology.org/2026.findings-acl.1828/)**Seyedarmin Azizi, Erfan Baghaei Potraghloo, Souvik Kundu et al.
442. **[Active Learning with Non-Uniform Costs for African Natural Language Processing ↗](https://aclanthology.org/2026.findings-eacl.349/)**Bonaventure F. P. Dossou, Ines Arous, Audrey Durand et al.
443. **[ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing ↗](https://aclanthology.org/2026.findings-acl.1718/)**Xi Chen, Wei Xue, Yike Guo
444. **[Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.104/)**Ruiran Su, Markus Leippold, Janet B. Pierrehumbert
445. **[AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing ↗](https://aclanthology.org/2026.findings-acl.1563/)**Zhenhua Xu, Dongsheng Chen, Shuo Wang et al.
446. **[AdaTooler-V: Adaptive Tool-Use for Images and Videos ↗](https://aclanthology.org/2026.findings-acl.898/)**Chaoyang Wang, Kaituo Feng, Dongyang Chen et al.
447. **[AdapThink: Adaptive Thinking Preferences for Reasoning Language Models ↗](https://aclanthology.org/2026.findings-acl.477/)**Wenyue Xu, Xu Wan, Wei Wang et al.
448. **[AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1621/)**Yimin Deng, Yejing Wang, Zhenxi Lin et al.
449. **[Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.603/)**Yiming Huang, Zhenbo Shi, Shuzheng Gao et al.
450. **[AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection ↗](https://aclanthology.org/2026.findings-acl.2019/)**Pretam Ray, Pratik Prabhanjan Brahma, Zicheng Liu et al.
451. **[Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages ↗](https://aclanthology.org/2026.findings-acl.827/)**Yang Xiao, Eun-Jung Holden, Ting Dang
452. **[Adaptive Backtracking for Privacy Protection in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1857/)**Zhihao Yao, Yuxuan Gu, Xiachong Feng et al.
453. **[Adaptive Data Collection for Latin-American Community-sourced Evaluation of Stereotypes (LACES) ↗](https://aclanthology.org/2026.findings-acl.203/)**Guido Ivetta, Pietro Palombini, Sofía Martinelli et al.
454. **[Adaptive Layer Selection for Layer-Wise Token Pruning in LLM Inference ↗](https://aclanthology.org/2026.findings-acl.48/)**Rei Taniguchi, Yuyang Dong, Makoto Onizuka et al.
455. **[Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal ↗](https://aclanthology.org/2026.findings-acl.1692/)**Shuyang Zhang, Zhixuan Liu, Zhichen Dong et al.
456. **[Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations ↗](https://aclanthology.org/2026.findings-acl.1754/)**Bowen Zuo, Dongruo Zhou, Yinglun Zhu
457. **[Adaptive Zooming via Relevance-Informed Positional Resource Allocation for Training-free LLM Context Extension ↗](https://aclanthology.org/2026.findings-acl.1058/)**Hongbo Zhao, Huibin Wang, Bin Tang et al.
458. **[Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model ↗](https://aclanthology.org/2026.findings-acl.117/)**Ziyan Wang, Yingpeng Du, Tianjun Wei et al.
459. **[AdaptiveK: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations ↗](https://aclanthology.org/2026.findings-acl.1187/)**Yifei Yao, Hanrong Zhang, Mengnan Du
460. **[Addressing Overthinking in Large Vision-Language Models via Gated Perception-Reasoning Optimization ↗](https://aclanthology.org/2026.findings-acl.215/)**Xingjian Diao, Zheyuan Liu, Chunhui Zhang et al.
461. **[Adversarial Decoding: Generating Readable Documents for Adversarial Objectives ↗](https://aclanthology.org/2026.findings-eacl.108/)**Collin Zhang, Tingwei Zhang, Vitaly Shmatikov
462. **[Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models ↗](https://aclanthology.org/2026.findings-acl.1868/)**Can Xu, Lingyong Yan, Jiayi Wu et al.
463. **[AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling ↗](https://aclanthology.org/2026.findings-acl.442/)**Jiacheng Shi, Hongfei Du, Xinyuan Song et al.
464. **[Affectron: Emotional Speech Synthesis with Affective and Contextually Aligned Nonverbal Vocalizations ↗](https://aclanthology.org/2026.findings-acl.1369/)**Deok-Hyeon Cho, Hyung-Seok Oh, Seung-Bin Kim et al.
465. **[AfriMMT-EA: Multi-domain Machine Translation for Low-Resource East African Languages ↗](https://aclanthology.org/2026.findings-eacl.179/)**Naome A Etori, Kelechi Ezema, Nathaniel Romney Robinson et al.
466. **[Afrispeech Semantics: Evaluating Audio–Semantic Reasoning in Spoken Language Models Across Domains and Accents ↗](https://aclanthology.org/2026.findings-acl.343/)**Chibuzor Okocha, Christan Grant
467. **[Agent for Numerical Data Retrieval and Understanding by Code Generation and Multimodal Reasoning ↗](https://aclanthology.org/2026.findings-acl.1924/)**Florian Baud, Feda Almuhisen, Dorian Midou
468. **[Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning ↗](https://aclanthology.org/2026.findings-acl.908/)**Zheng Wu, Xingyu Lou, Xinbei Ma et al.
469. **[Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.821/)**Xudong Wang, Chaoning Zhang, Chenghao Li et al.
470. **[AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent ↗](https://aclanthology.org/2026.findings-acl.131/)**Sun Hui, Ding Yanfeng, Huidong Ma et al.
471. **[AgentV-RL: Scaling Reward Modeling with Agentic Verifier ↗](https://aclanthology.org/2026.findings-acl.1156/)**Jiazheng Zhang, Ziche Fu, Zhiheng Xi et al.
472. **[Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.443/)**Fengran Mo, Yifan Gao, Sha Li et al.
473. **[Agentic Episodic Control ↗](https://aclanthology.org/2026.findings-acl.654/)**Xidong Yang, Wenhao Li, Junjie Sheng et al.
474. **[Agentic-R: Learning to Retrieve for Agentic Search ↗](https://aclanthology.org/2026.findings-acl.785/)**Wenhan Liu, Xinyu Ma, Yutao Zhu et al.
475. **[Aggregating Crowd of LLMs for Cost-Effective Data Annotation ↗](https://aclanthology.org/2026.findings-eacl.125/)**Jiacheng Liu, Xiaofeng Hou
476. **[Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations ↗](https://aclanthology.org/2026.findings-acl.1342/)**Pingjun Hong, Beiduo Chen, Siyao Peng et al.
477. **[AlgBench: To What Extent Do Large Reasoning Models Understand Algorithms? ↗](https://aclanthology.org/2026.findings-acl.1885/)**Henan Sun, Kaichi Yu, Yuyao Wang et al.
478. **[Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.884/)**Jiaang Li, Zhendong Mao, Quan Wang et al.
479. **[Aligning What LLMs Do and Say: Towards Self-Consistent Explanations ↗](https://aclanthology.org/2026.findings-acl.49/)**Sahar Admoni, Ofra Amir, Assaf Hallak et al.
480. **[Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs ↗](https://aclanthology.org/2026.findings-acl.1784/)**Byeonggeuk Lim, JungMin Yun, Junehyoung Kwon et al.
481. **[Alignment Data Map for Efficient Preference Data Selection and Diagnosis ↗](https://aclanthology.org/2026.findings-acl.1906/)**Seohyeong Lee, Eunwon Kim, Hwaran Lee et al.
482. **[Alignment Tuning for Large Language Models: A Data-Centric Lens on Alignment Data Pipelines ↗](https://aclanthology.org/2026.findings-acl.121/)**Hwanjun Song
483. **[All Prompts Are Created Equal? Evaluating Robustness of LLM Judges Against Non-Adversarial Prompt Variations ↗](https://aclanthology.org/2026.findings-acl.1929/)**Savita Bhat, Vasudeva Varma
484. **[Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.1416/)**Mohammad Mahdi Abootorabi, Omid Ghahroodi, Anas Madkoor et al.
485. **[AlphaEdit+: Model Editing in the Presence of Conflicting and Inconsistent Knowledge ↗](https://aclanthology.org/2026.findings-acl.728/)**Qing Liu, Jianhao Zhang, Ou Wu et al.
486. **[AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs ↗](https://aclanthology.org/2026.findings-acl.138/)**Sichun Luo, Yi Huang, Shichang Meng et al.
487. **[An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA ↗](https://aclanthology.org/2026.findings-acl.2005/)**Saransh Sharma, Pritika Ramu, Aparna Garimella et al.
488. **[An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs ↗](https://aclanthology.org/2026.findings-acl.1579/)**Hengran Zhang, Keping Bi, Jiafeng Guo et al.
489. **[An LLM-Embedding Semantic Adaptation Network for Post-level Semantic Drift Evaluation ↗](https://aclanthology.org/2026.findings-acl.1457/)**Ning Chen, Mingyu Kang, Jie Li et al.
490. **[Analysing Differences in Persuasive Language in LLM-Generated Text: Uncovering Stereotypical Gender Patterns ↗](https://aclanthology.org/2026.findings-acl.1742/)**Amalie Brogaard Pauli, Maria Barrett, Max Müller-Eberstein et al.
491. **[Analysing the Safety Pitfalls of Steering Vectors ↗](https://aclanthology.org/2026.findings-acl.544/)**Yuxiao Li, Alina Fastowski, Efstratios Zaradoukas et al.
492. **[AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks ↗](https://aclanthology.org/2026.findings-acl.1197/)**Chau Minh Pham, Zichao Wang, Puneet Mathur et al.
493. **[Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction ↗](https://aclanthology.org/2026.findings-acl.1555/)**Haoyu Pei, Zhongyang Liu, Xiangyi Xiao et al.
494. **[Analyzing LLM Instruction Optimization for Tabular Fact Verification ↗](https://aclanthology.org/2026.findings-eacl.161/)**Xiaotang Du, Giwon Hong, Wai-Chung Kwan et al.
495. **[Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.1287/)**Anna Borisiuk, Andrey Savchenko, Alexander Panchenko et al.
496. **[AnchorAlign: A Novel Anchor Alignment-enhanced Generative Method for Joint Named Entity Recognition and Relation Extraction ↗](https://aclanthology.org/2026.findings-acl.1898/)**Xiaolong Weng, Yuanyun Zhou, Boyu Qiu et al.
497. **[AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1736/)**Zhanyu Shen, Sijie Cheng, Zhicheng Guo et al.
498. **[Anchored Cyclic Generation: A Novel Paradigm for Long-Sequence Symbolic Music Generation ↗](https://aclanthology.org/2026.findings-acl.1574/)**Boyu Cao, Lekai Qian, Dehan Li et al.
499. **[Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives ↗](https://aclanthology.org/2026.findings-acl.963/)**Kyungho Lim, Byung-Hoon Kim
500. **[Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning ↗](https://aclanthology.org/2026.findings-acl.1656/)**Dongling Li, Qi Chen, Jianxing Yu et al.

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