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

2,517 papers · page 6 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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501. **[Apeiron: A Scalable LLM-agentic Framework for Autonomous Full-lifecycle Demand-optimized Application Synthesis ↗](https://aclanthology.org/2026.findings-acl.188/)**Junyan Cheng, Ankit Srivastava, Jessie Zeng et al.
502. **[Applicability Condition Extraction for Therapeutic Drug-Disease Relations ↗](https://aclanthology.org/2026.findings-acl.154/)**Guanting Luo, Noriki Nishida, Yuji Matsumoto et al.
503. **[Arab Voices: Mapping Standard and Dialectal Arabic Speech Technology ↗](https://aclanthology.org/2026.findings-acl.575/)**Peter Sullivan, AbdelRahim A. Elmadany, Alcides Alcoba Inciarte et al.
504. **[Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents ↗](https://aclanthology.org/2026.findings-acl.1481/)**Ying He, Zhouhong Gu, Zhecheng Hu et al.
505. **[Are Multimodal LLMs Movie Buffs? ↗](https://aclanthology.org/2026.findings-eacl.139/)**Carlo Bretti, Pascal Mettes, Nanne Van Noord
506. **[Argument Component Segmentation with Fine-Tuned Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.272/)**Ettore Caputo, Sergio Greco, Lucio La Cava
507. **[ArkRepoBench: A Repository-Level Code Completion Benchmark for HarmonyOS Development ↗](https://aclanthology.org/2026.findings-acl.969/)**Yanlin Wang, Bowen Zhang, Yanli Wang et al.
508. **[ArrowGEV: Grounding Events in Video via Learning the Arrow of Time ↗](https://aclanthology.org/2026.findings-acl.1730/)**Fangxu Yu, Ziyao Lu, Liqiang Niu et al.
509. **[Article and Comment Frames Shape the Quality of Online Comments ↗](https://aclanthology.org/2026.findings-acl.701/)**Matteo Guida, Yulia Otmakhova, Eduard Hovy et al.
510. **[AscendKernelGen: LLM-Driven Kernel Generation for NPUs ↗](https://aclanthology.org/2026.findings-acl.1533/)**Xinzi Cao, Jianyang Zhai, Pengfei Li et al.
511. **[Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone ↗](https://aclanthology.org/2026.findings-eacl.123/)**Shaivi Malik, Hasnat Md Abdullah, Sriparna Saha et al.
512. **[Assessing Y-Axis Influence: Bias in Multimodal Language Models on Chart-to-Table Translation](https://md.research.elamur.ai/free/en/papers/song-2026-assessing-y-axis-influence-bias/)**Seok Hwan Song, Azher Ahmed Efat, Wallapak Tavanapong*our summary*
513. **[Assessing the Effect of Context in Multi-domain Acceptability Judgment ↗](https://aclanthology.org/2026.findings-acl.2096/)**Eunike Andriani Kardinata, Yusuke Sakai, Taro Watanabe
514. **[Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1593/)**Kainan Liu, Yong Zhang, Ning Cheng et al.
515. **[Asymmetric Relational-Geometry Driven Universal Adversarial Perturbations for Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.393/)**Jiaxin Ye, Weihai Li, Ying Wang et al.
516. **[At Your Own PACE: A Causal Framework for Evaluating EQ in LLMs ↗](https://aclanthology.org/2026.findings-acl.623/)**Lei Lyu, Shengling Wang, Ke Chao et al.
517. **[Attention Sinks in Diffusion Language Models ↗](https://aclanthology.org/2026.findings-acl.2145/)**Maximo Eduardo Rulli, Simone Petruzzi, Edoardo Michielon et al.
518. **[Attention to Non-Adopters ↗](https://aclanthology.org/2026.findings-acl.67/)**Kaitlyn Zhou, Kristina Gligorić, Myra Cheng et al.
519. **[Attribute-Controlled Translation with Preference Optimization ↗](https://aclanthology.org/2026.findings-eacl.209/)**Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat et al.
520. **[Attribution-Based Analysis and Optimization of Modular Agentic Workflows ↗](https://aclanthology.org/2026.findings-acl.359/)**Yingxuan Yang, Bo Huang, Siyuan Qi et al.
521. **[AudioPrivacy: Parallel Audio Dataset for Speaker Profiling with Diverse Audio Types and Rich Attributes ↗](https://aclanthology.org/2026.findings-acl.283/)**Jiabei He, Yanzhe Zhang, Jiaming Zhou et al.
522. **[AudioStealer: Extracting Audio Prompts via Shapley Value-Guided Query Search ↗](https://aclanthology.org/2026.findings-acl.688/)**Yingbin Jin, Xingjian Du, Hanjun Luo et al.
523. **[Audit Me If You Can: Query-Efficient Active Fairness Auditing of Black-Box LLMs ↗](https://aclanthology.org/2026.findings-acl.1681/)**David Hartmann, Lena Pohlmann, Lelia Hanslik et al.
524. **[Auditing LLM Responses to Harmful Stereotypes Targeting Mental Health Groups ↗](https://aclanthology.org/2026.findings-acl.2010/)**Arka Dutta, Rijul Magu, Sean Kim et al.
525. **[Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography ↗](https://aclanthology.org/2026.findings-acl.1612/)**Jiuan Zhou, Yu Cheng, Yuan Xie et al.
526. **[AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection ↗](https://aclanthology.org/2026.findings-eacl.183/)**Suhee Yoon, Sanghyu Yoon, Ye Seul Sim et al.
527. **[AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models ↗](https://aclanthology.org/2026.findings-acl.831/)**Feng Luo, Yu-Neng Chuang, Guanchu Wang et al.
528. **[AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor ↗](https://aclanthology.org/2026.findings-acl.116/)**Shu Yang, Jingyu Hu, Tong Li et al.
529. **[AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction ↗](https://aclanthology.org/2026.findings-acl.766/)**Pollawat Hongwimol, Haoning Shang, Chutong Wang et al.
530. **[AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning ↗](https://aclanthology.org/2026.findings-acl.1282/)**Mengzhao Jia, Zhihan Zhang, Ignacio Cases et al.
531. **[AutoSUIT Bench - Automated Security UnIt Test Benchmark for LLM Coding ↗](https://aclanthology.org/2026.findings-acl.1735/)**Samuel Osebe, Fan Yang, Junyi Li et al.
532. **[AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1399/)**Jingbo Sun, Wenyue Chong, Songjun Tu et al.
533. **[AutoUE: Automated Generation of 3D Games in Unreal Engine via Multi-Agent Systems ↗](https://aclanthology.org/2026.findings-acl.111/)**Lei Yin, Wentao Cheng, Zhida Qin et al.
534. **[Automated Profile Inference with Language Model Agents ↗](https://aclanthology.org/2026.findings-acl.485/)**Yuntao Du, Zitao Li, Bolin Ding et al.
535. **[Automatic Paper Analysis and Categorisation for Systematic Reviews with Combined Reasoning-Augmented SFT and DAPO RL ↗](https://aclanthology.org/2026.findings-acl.2022/)**Michela Lorandi, Anya Belz, Simon Mille et al.
536. **[Automatic Slide Updating with User-Defined Dynamic Templates and Natural Language Instructions ↗](https://aclanthology.org/2026.findings-acl.909/)**Kun Zhou, Jiakai He, Wenmian Yang et al.
537. **[B-APO: Bias-Targeted Adversarial Preference Optimization for Debiasing Multimodal Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1843/)**Pinlong Zhao, Zike Ding, Zengshu Ye et al.
538. **[BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search ↗](https://aclanthology.org/2026.findings-acl.1814/)**Shiyu Liu, Yongjing Yin, Jianhao Yan et al.
539. **[BCL: Bayesian In-Context Learning Framework for Information Extraction ↗](https://aclanthology.org/2026.findings-acl.1560/)**Haoliang Liu, Chengkun Cai, Xu Zhao et al.
540. **[BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories ↗](https://aclanthology.org/2026.findings-acl.862/)**Yuxuan Ouyang, Yingfeng Luo, JingBo Zhu et al.
541. **[BMAM: Brain-inspired Multi-Agent Memory Framework ↗](https://aclanthology.org/2026.findings-acl.1973/)**Yang Li, Jiaxiang Liu, Yusong Wang et al.
542. **[BNLP: A Text Annotation Platform for Quality Control of LLM-Generated Annotations ↗](https://aclanthology.org/2026.findings-acl.1185/)**Xinhao Zhuang, Qiongyu Tian, Yalin Chen et al.
543. **[BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration ↗](https://aclanthology.org/2026.findings-acl.108/)**Bo Gao, Chang Liu, Yuyang Miao et al.
544. **[BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning ↗](https://aclanthology.org/2026.findings-acl.696/)**Jia-Chen Gu, Junyi Zhang, Di Wu et al.
545. **[BSCodec: A Band-Split Neural Codec for High-Quality Universal Audio Reconstruction ↗](https://aclanthology.org/2026.findings-eacl.245/)**Haoran Wang, Jiatong Shi, Jinchuan Tian et al.
546. **[BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards ↗](https://aclanthology.org/2026.findings-acl.84/)**Yupeng Chang, Yuan Wu, Yi Chang
547. **[BalanceSFT: Improving LLM Function Calling with Balanced Training Signals and Data Hardness ↗](https://aclanthology.org/2026.findings-acl.900/)**Bingguang Hao, Zengzhuang Xu, Maolin Wang et al.
548. **[Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.610/)**Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi et al.
549. **[Balancing Fidelity and Plasticity: Aligning Mixed-Precision Fine-Tuning with Linguistic Hierarchies ↗](https://aclanthology.org/2026.findings-acl.779/)**Changhai Zhou, Shiyang Zhang, Yuhua Zhou et al.
550. **[Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.405/)**Mu Zhang, Yuxiang Chu, Guangya Yu et al.
551. **[BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation ↗](https://aclanthology.org/2026.findings-eacl.165/)**Bo Yuan, Yun Zhou, Zhichao Xu et al.
552. **[Bayesian Active Learning with Gaussian Processes Guided by LLM Relevance Scoring for Dense Passage Retrieval ↗](https://aclanthology.org/2026.findings-acl.481/)**Junyoung Kim, Anton Korikov, Jiazhou Liang et al.
553. **[Bears, all bears, and some bears. Language Constraints on Language Models' Inductive Inferences ↗](https://aclanthology.org/2026.findings-acl.1842/)**Sriram Padmanabhan, Siyuan Song, Kanishka Misra
554. **[Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in LVLM Unlearning Benchmarks ↗](https://aclanthology.org/2026.findings-acl.1701/)**Junehyoung Kwon, MiHyeon Kim, Eunju Lee et al.
555. **[Being Kind Isn't Always Being Safe: Diagnosing Affective Hallucination in LLMs ↗](https://aclanthology.org/2026.findings-eacl.4/)**Sewon Kim, Jiwon Kim, SeungWoo Shin et al.
556. **[Belief in Authority: Impact of Authority in Multi-Agent Evaluation Framework ↗](https://aclanthology.org/2026.findings-acl.1071/)**Junhyuk Choi, Jeongyoun Kwon, Heeju Kim et al.
557. **[Benchmarking Agentic Newswriting via Journalistic Workflows ↗](https://aclanthology.org/2026.findings-acl.1816/)**Yen-Che Chien, Kuang-Da Wang, Wei-Yao Wang et al.
558. **[Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models ↗](https://aclanthology.org/2026.findings-eacl.267/)**Dain Kim, Jiwoo Lee, Jaehoon Yun et al.
559. **[Benchmarking the Fine-Grained Discriminability in Image-Text Retrieval via Controlled Contrastive Differences ↗](https://aclanthology.org/2026.findings-acl.1525/)**Zhen Wang, Xi Zhou, Yating Yang et al.
560. **[Beneficial Reasoning Behaviors in Agentic Search and Effective Training Methods to Obtain Them ↗](https://aclanthology.org/2026.findings-acl.1400/)**Jiahe Jin, Abhijay Sai Paladugu, Chenyan Xiong
561. **[Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning ↗](https://aclanthology.org/2026.findings-eacl.99/)**Sara Rajaee, Rochelle Choenni, Ekaterina Shutova et al.
562. **[Better LLM Reasoning via Dual-Play ↗](https://aclanthology.org/2026.findings-acl.1752/)**Zhengxin Zhang, Chengyu Huang, Aochong Oliver Li et al.
563. **[Better and Worse with Scale: How Contextual Entrainment Diverges with Model Size ↗](https://aclanthology.org/2026.findings-acl.1509/)**Dikshant Kukreja, Kshitij Sah, Gautam Gupta et al.
564. **[Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification ↗](https://aclanthology.org/2026.findings-eacl.148/)**Branislav Pecher, Jan Cegin, Robert Belanec et al.
565. **[Beyond A Fixed Seal: Adaptive Stealing Watermark in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1036/)**Shuhao Zhang, Yuli Chen, Jiale Han et al.
566. **[Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark ↗](https://aclanthology.org/2026.findings-eacl.85/)**Jieun Park, KyungTae Lim, Joon-ho Lim
567. **[Beyond Benchmarks: A Capability-Based Maturity Model for Systematic AI Integration in Hospitals ↗](https://aclanthology.org/2026.findings-acl.1047/)**Rui Li, Xiaofen WU, Mingqian Liu et al.
568. **[Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.1499/)**Linfeng Gao, Qinggang Zhang, Baolong Bi et al.
569. **[Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective NLP Tasks ↗](https://aclanthology.org/2026.findings-acl.1281/)**Nisrine Rair, Alban Goupil, Valeriu Vrabie et al.
570. **[Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models ↗](https://aclanthology.org/2026.findings-eacl.187/)**Thanh Vinh Nguyen, Ngo Van Dong, Minh Chu Xuan et al.
571. **[Beyond Compromise: Pareto-Lenient Consensus for Efficient Multi-Preference LLM Alignment ↗](https://aclanthology.org/2026.findings-acl.1879/)**Renxuan Tan, Rongpeng Li, Zhifeng Zhao et al.
572. **[Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.588/)**Hanqi Yan, Xiangxiang Cui, Lu Yin et al.
573. **[Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents ↗](https://aclanthology.org/2026.findings-acl.1496/)**Miao Su, Yucan Guo, Zhongni Hou et al.
574. **[Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.138/)**Kumiko Nakajima, Jan Zuiderveld, Sandro Pezzelle
575. **[Beyond Evidence: Belief-Chain Conditioning for Persuasive Misinformation Debunking Explanation ↗](https://aclanthology.org/2026.findings-acl.2076/)**Yi-Li Hsu, Li-Wun Chang, Chun-Yu Hsu et al.
576. **[Beyond Facts- Benchmarking Distributional Reading Comprehension in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.520/)**Pei-Fu Guo, Ya An Tsai, Chun-Chia Hsu et al.
577. **[Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning LLMs ↗](https://aclanthology.org/2026.findings-acl.1650/)**Xinzhu Chen, Xuesheng Li, Zhongxiang Sun et al.
578. **[Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models ↗](https://aclanthology.org/2026.findings-acl.709/)**Qiyuan Zhang, Yufei Wang, Tianhe Wu et al.
579. **[Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition ↗](https://aclanthology.org/2026.findings-acl.1299/)**Rujing Yao, Yufei Shi, Yang Wu et al.
580. **[Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs ↗](https://aclanthology.org/2026.findings-acl.236/)**Tristan Williams, Franziska Weeber, Sebastian Padó et al.
581. **[Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling ↗](https://aclanthology.org/2026.findings-acl.2103/)**Ivan Rodkin, Daniil Orel, Konstantin Smirnov et al.
582. **[Beyond Memorization: Testing LLM Reasoning on Unseen Theory of Computation Tasks ↗](https://aclanthology.org/2026.findings-acl.1495/)**Shlok Shelat, Jay Raval, Souvik Roy et al.
583. **[Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion Reasoning ↗](https://aclanthology.org/2026.findings-acl.1044/)**Xian Zhao, Rui Hu, Yuxiang Zhang et al.
584. **[Beyond Monolithic Rewards: Hybrid Multi-Aspect Reward Optimization ↗](https://aclanthology.org/2026.findings-acl.1320/)**Radha Gulhane, Sathish Reddy Indurthi
585. **[Beyond Multiple Choice: Evaluating Steering Vectors for Summarization ↗](https://aclanthology.org/2026.findings-eacl.200/)**Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian
586. **[Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment ↗](https://aclanthology.org/2026.findings-acl.1101/)**Jian Gu, Aldeida Aleti, Chunyang Chen et al.
587. **[Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning ↗](https://aclanthology.org/2026.findings-acl.1611/)**Massimiliano Pronesti, Anya Belz, Yufang Hou
588. **[Beyond Output Confidence: Epistemic-Aware Hallucination Detection with Answer-Level Signals ↗](https://aclanthology.org/2026.findings-acl.674/)**Jieran Li, Xiuyuan Hu, Yang Zhao et al.
589. **[Beyond Overlap Metrics: Rewarding Reasoning and Preferences for Faithful Multi-Role Dialogue Summarization ↗](https://aclanthology.org/2026.findings-acl.1161/)**Xiaoyong Mei, Tingting Zuo, Da Chen et al.
590. **[Beyond Polarity: Continuous Affect-Enhanced Multimodal Aspect-Based Sentiment Classification ↗](https://aclanthology.org/2026.findings-acl.1979/)**Ling-Ang Meng, Tianyu Zhao, Dawei Song et al.
591. **[Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality ↗](https://aclanthology.org/2026.findings-acl.2084/)**Qipeng Xie, Zi Liang, Jiafei Wu et al.
592. **[Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering ↗](https://aclanthology.org/2026.findings-acl.1401/)**Weikang Zhang, Zimo Zhu, Zhichuan Yang et al.
593. **[Beyond Quantity: Trajectory Diversity Scaling for Code Agents ↗](https://aclanthology.org/2026.findings-acl.768/)**Guhong Chen, Chenghao Sun, Cheng Fu et al.
594. **[Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image Retrieval ↗](https://aclanthology.org/2026.findings-acl.1120/)**Nan Sun, Jing Tang, Lei Sun et al.
595. **[Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.1717/)**Hoang Phan, Xianjun Yang, Yuanshun Yao et al.
596. **[Beyond Rejection Sampling: Trajectory Fusion for Scaling Mathematical Reasoning ↗](https://aclanthology.org/2026.findings-acl.390/)**Jie Deng, Hanshuang Tong, Jun Li et al.
597. **[Beyond Reproduction: A Paired-Task Framework for Assessing LLM Comprehension and Creativity in Literary Translation ↗](https://aclanthology.org/2026.findings-acl.2030/)**Ran Zhang, Steffen Eger, Arda Tezcan et al.
598. **[Beyond Sampling: Self-Sorting for Long-Context Ranking ↗](https://aclanthology.org/2026.findings-eacl.256/)**Juseon Do, Sungwoo Han, Jingun Kwon et al.
599. **[Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations ↗](https://aclanthology.org/2026.findings-acl.629/)**Chen Liang, Xirui Jiang, Naihao Deng et al.
600. **[Beyond Semantic Similarity: Appraisal-Guided Chain-of-Thought Reasoning and Retrieval for Multimodal Emotional Support Conversations ↗](https://aclanthology.org/2026.findings-acl.844/)**Yuqi Chu, Lizi Liao, Jinggui Liang et al.

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