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

2,517 papers · page 19 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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1801. **[PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving ↗](https://aclanthology.org/2026.findings-acl.458/)**Yuxuan Dong, Xinyu Zhang, Lingling Zhang et al.
1802. **[PiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains ↗](https://aclanthology.org/2026.findings-acl.1577/)**Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema et al.
1803. **[PibE-MPP: A Play-it-by-Ear Masking Performance Plug-in for LLMs ↗](https://aclanthology.org/2026.findings-acl.105/)**Mengwei Wang, Simin Niu, Xun Liang et al.
1804. **[PictoEduca: Building a Dataset for Spanish Text-to-Pictogram Generation ↗](https://aclanthology.org/2026.findings-acl.1738/)**Alfonso Manuel Paredes Umeres, Marco Antonio Sobrevilla Cabezudo
1805. **[PivotAttack: Rethinking the Search Trajectory in Hard-Label Text Attacks via Pivot Words ↗](https://aclanthology.org/2026.findings-acl.157/)**Yuzhi Liang, Shiliang Xiao, Jingsong Wei et al.
1806. **[PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs ↗](https://aclanthology.org/2026.findings-acl.1056/)**Zijing Wang, YongKang Liu, Mingyang Wang et al.
1807. **[PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs ↗](https://aclanthology.org/2026.findings-acl.1582/)**Jiacheng Wang, Weiyan Zhang, Guangya Yu
1808. **[PlanRAG-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding ↗](https://aclanthology.org/2026.findings-acl.1304/)**Masao Someki, Chien-yu Huang, Siddhant Arora et al.
1809. **[Planning Beyond Text: Graph-based Reasoning for Complex Narrative Generation ↗](https://aclanthology.org/2026.findings-acl.1874/)**Hanwen Gu, Chao Guo, Junle Wang et al.
1810. **[PlotGen-Bench: Evaluating VLMs on Generating Visualization Code from Diverse Plots across Multiple Libraries ↗](https://aclanthology.org/2026.findings-acl.1375/)**Yi Zhao, Zhen Yang, Shuaiqi Duan et al.
1811. **[Plug-and-Play Data Module for Code RL: Adaptive Ambiguity Replay ↗](https://aclanthology.org/2026.findings-acl.886/)**Jianqing Zhang, Wei Xia, Zhezheng Hao et al.
1812. **[Policy-Guided Stepwise Action Planning for Controllable LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.2024/)**Jianpeng Zhou, Qisheng Hu, Jiahai Wang et al.
1813. **[PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.107/)**Han Bao, Penghao Zhang, Yue Huang et al.
1814. **[Poller: Are LLMs Suitable for Evaluating Poetry Understanding Task? ↗](https://aclanthology.org/2026.findings-acl.472/)**Shanshan Wang, Derek F. Wong, Jingming Yao et al.
1815. **[PolyAudio: Advancing Multi-Audio Reasoning in Large Audio Language Models with Interleaved Multi-Audio Contexts ↗](https://aclanthology.org/2026.findings-acl.2101/)**Sonal Kumar, Sreyan Ghosh, Yueqian Lin et al.
1816. **[Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers ↗](https://aclanthology.org/2026.findings-eacl.261/)**Atsushi Shimizu, Shohei Taniguchi, Yutaka Matsuo
1817. **[Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process? ↗](https://aclanthology.org/2026.findings-eacl.9/)**Juhwan Choi, JungMin Yun, Changhun Kim et al.
1818. **[Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-training in NLP ↗](https://aclanthology.org/2026.findings-acl.1190/)**Shanshan Xu, Santosh T.Y.S.S, Barbara Plank
1819. **[Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption ↗](https://aclanthology.org/2026.findings-acl.1290/)**Yepeng Liu, Xuandong Zhao, Dawn Song et al.
1820. **[PrefIx: Understand and Adapt to User Preference in Human-Agent Interaction ↗](https://aclanthology.org/2026.findings-acl.1506/)**Jialin Li, Zhenhao Chen, Hanjun Luo et al.
1821. **[PrefRAG: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference RAG ↗](https://aclanthology.org/2026.findings-acl.795/)**Yuyin Zhou, Yongmei Liu
1822. **[Preference Estimation via Opponent Modeling in Multi-Agent Negotiation ↗](https://aclanthology.org/2026.findings-acl.1398/)**Yuta Konishi, Kento Yamamoto, Eisuke Sonomoto et al.
1823. **[Preference Learning Unlocks LLMs' Psycho-Counseling Skills ↗](https://aclanthology.org/2026.findings-acl.521/)**Mian Zhang, Shaun M. Eack, Zhiyu Chen
1824. **[Preference Optimization for Review Question Generation Improves Writing Quality ↗](https://aclanthology.org/2026.findings-acl.1256/)**Karun Sharma, Vidushee Vats, Shengzhi LI et al.
1825. **[Preserving Language Capabilities in Vision-Language Models via Representation Regulation ↗](https://aclanthology.org/2026.findings-acl.1210/)**ZiXuan Chen, Juncheng Tao, Ziqian Zeng
1826. **[PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the Beginning ↗](https://aclanthology.org/2026.findings-acl.910/)**Langming Liu, Kangtao Lv, Haibin Chen et al.
1827. **[Preventing Safety Drift in Large Language Models via Coupled Weight and Activation Constraints ↗](https://aclanthology.org/2026.findings-acl.874/)**Songping Peng, Zhiheng Zhang, Daojian Zeng et al.
1828. **[Principled Detection of Hallucinations in Large Language Models via Multiple Testing ↗](https://aclanthology.org/2026.findings-acl.1705/)**Jiawei Li, Akshayaa Magesh, Venugopal Veeravalli
1829. **[PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment ↗](https://aclanthology.org/2026.findings-acl.1806/)**Chang Hong, Minghao Wu, Qingying Xiao et al.
1830. **[Prior Beliefs Prejudice LLM-as-Judge: Evidence from Persuasion Evaluation ↗](https://aclanthology.org/2026.findings-acl.2087/)**Pardis Sadat Zahraei, Xiaoning Wang, Nimet Beyza Bozdag et al.
1831. **[Privacy Risks of Intermediate Representations: Attribute Inference in Distributed LLM Inference ↗](https://aclanthology.org/2026.findings-acl.1172/)**Yang Lyu, Jin Cao, Yang Xiao et al.
1832. **[Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.939/)**Jinwen Chen, Hainan Zhang, Liang Pang et al.
1833. **[Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation ↗](https://aclanthology.org/2026.findings-acl.10/)**Qian Ma, Sarah Rajtmajer
1834. **[ProCeedRL: Process Critic with Explorative Demonstration Reinforcement Learning for LLM Agentic Reasoning ↗](https://aclanthology.org/2026.findings-acl.800/)**Jingyue Gao, Yanjiang Guo, Chen Xiaoshuai et al.
1835. **[ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection ↗](https://aclanthology.org/2026.findings-acl.755/)**Tao Liu, Taiqiang Wu, Runming Yang et al.
1836. **[ProMCP: Profiling Token Flows and Latency Costs in Model Context Protocol–Based LLM Agents ↗](https://aclanthology.org/2026.findings-acl.1967/)**Sumera Anjum, Weijian Zheng, Rajkumar Kettimuthu et al.
1837. **[ProMediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party Negotiation ↗](https://aclanthology.org/2026.findings-acl.1479/)**Ziyi Liu, Bahareh Sarrafzadeh, Pei Zhou et al.
1838. **[ProToM: Promoting Prosocial Behaviour via Theory of Mind-Informed Feedback ↗](https://aclanthology.org/2026.findings-acl.1331/)**Matteo Bortoletto, Yichao Zhou, Lance Ying et al.
1839. **[ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction ↗](https://aclanthology.org/2026.findings-acl.1093/)**Wenda Liu, Song Zhigang, Shuai Nie et al.
1840. **[Probabilistic Depression Detection from Textual Time Series ↗](https://aclanthology.org/2026.findings-acl.1630/)**Fabian Schmidt, Seyedehmoniba Ravan, Vladimir Vlassov
1841. **[Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation ↗](https://aclanthology.org/2026.findings-acl.616/)**Jen-tse Huang, Chang Chen, Shiyang Lai et al.
1842. **[Probing Social Identity Bias in Chinese LLMs with Gendered Pronouns and Social Groups ↗](https://aclanthology.org/2026.findings-acl.1597/)**Geng Liu, Li Feng, Junjie Mu et al.
1843. **[Probing the Plasticity and Correlation of LLM Value Systems: LLM Value Rankings are Not Stable ↗](https://aclanthology.org/2026.findings-acl.1715/)**Zhenheng Tang, Qihua Pan, Jingya Shen et al.
1844. **[Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling ↗](https://aclanthology.org/2026.findings-acl.325/)**Huacan Chai, Zijie Cao, Maolin Ran et al.
1845. **[Program Structure-aware Language Models: Targeted Software Testing beyond Textual Semantics ↗](https://aclanthology.org/2026.findings-acl.540/)**Khang Tran, Khoa Nguyen, Cristian Borcea et al.
1846. **[Program-of-Thought Reveals LLM Abstraction Ceilings ↗](https://aclanthology.org/2026.findings-eacl.257/)**Mike Zhou, Fenil Bardoliya, Vivek Gupta et al.
1847. **[Progress Ratio Embeddings: An Impatience Signal for Robust Length Control in Neural Text Generation ↗](https://aclanthology.org/2026.findings-acl.286/)**Ivanhoé Botcazou, Tassadit Amghar, Sylvain Lamprier et al.
1848. **[Progressive Planning and Reinforced Reasoning: Large Language Model-Guided Multi-hop Question Answering over Knowledge Graph ↗](https://aclanthology.org/2026.findings-acl.1147/)**Xiang Li, Runhai Jiao, Ruifan Li et al.
1849. **[Progressive Re-ranking for Multimodal Retrieval-Augmented Generation via Curriculum Learning ↗](https://aclanthology.org/2026.findings-acl.2045/)**Zhu Min, Yanchao Hao, Jian Liu et al.
1850. **[Prompt Injection in Automated Résumé Screening with Large Language Models: Single and Multi-Injection Settings ↗](https://aclanthology.org/2026.findings-acl.142/)**Preet Baxi, Jiannan Xu, Jane Yi Jiang et al.
1851. **[Prompt Optimization for Relation Extraction using Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.2100/)**Ying Liu, Dong Shuai, Cui Zibo et al.
1852. **[Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.799/)**Wenjin Liu, Haoran Luo, Xueyuan Lin et al.
1853. **[PromptPrism: A Linguistically-Inspired Taxonomy for Prompts ↗](https://aclanthology.org/2026.findings-eacl.61/)**Sullam Jeoung, Yueyan Chen, Yi Zhang et al.
1854. **[Prompting Across Time: Evaluating LLMs on Historical and Contemporary Offensive Language ↗](https://aclanthology.org/2026.findings-acl.1665/)**Sanne Hoeken, Sophie Jasmin Spliethoff, Silke Schwandt et al.
1855. **[Prompting Test-Time Scaling Is A Strong LLM Reasoning Data Augmentation ↗](https://aclanthology.org/2026.findings-acl.474/)**Sondos Mahmoud Bsharat, Zhiqiang Shen
1856. **[Propaganda Signals in LLMs: Perspectival Divergence and Narrative Framing in the Russia-Ukraine War ↗](https://aclanthology.org/2026.findings-acl.557/)**Ofir Shabat, Ido Guy, Kira Radinsky
1857. **[ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design ↗](https://aclanthology.org/2026.findings-acl.763/)**Yutang Ge, Guojiang Zhao, Sihang Li et al.
1858. **[Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought ↗](https://aclanthology.org/2026.findings-acl.1684/)**Han Liu, Shuotian Ma, Hui Li et al.
1859. **[Pseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition ↗](https://aclanthology.org/2026.findings-acl.59/)**Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su et al.
1860. **[PseudoGD: Enhancing Spatial Reasoning in Vision-Language Models through Pseudo Geometric Knowledge Distillation ↗](https://aclanthology.org/2026.findings-acl.1539/)**Gwanghee Lee, Yeeun Choi, Kyoungson Jhang
1861. **[PseudoSeer: a Search Engine for Pseudocode ↗](https://aclanthology.org/2026.findings-acl.1978/)**Levent Toksoz, Mukund Srinath, Gang Tan et al.
1862. **[PsyChain: A Collaborative Chain-of-Agents Framework for Generating Personalized and Professional Counseling Dialogues ↗](https://aclanthology.org/2026.findings-acl.1831/)**Yi Feng, Zijie Yang, Chen Zhang et al.
1863. **[PsyPath: Psychologically-guided Self-Exploration for Personality Detection ↗](https://aclanthology.org/2026.findings-acl.1088/)**Zheng Li, Hongxin Ding, Chenyu Zhang et al.
1864. **[PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling ↗](https://aclanthology.org/2026.findings-eacl.336/)**Sohhyung Park, Hyunji Kang, Sungzoon Cho et al.
1865. **[PsychePass: Calibrating LLM Therapeutic Competence via Trajectory-Anchored Tournaments ↗](https://aclanthology.org/2026.findings-acl.1993/)**Zhuang Chen, Dazhen Wan, Zhangkai Zheng et al.
1866. **[Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations ↗](https://aclanthology.org/2026.findings-acl.818/)**Bichen Wang, Junzhe Wang, Yixin Sun et al.
1867. **[Punctuations and Predicates in Language Models ↗](https://aclanthology.org/2026.findings-eacl.297/)**Sonakshi Chauhan, Maheep Chaudhary, Choy Kwan Kiu et al.
1868. **[Purging the Gray Zone: Latent-Geometric Denoising for Precise Knowledge Boundary Awareness ↗](https://aclanthology.org/2026.findings-acl.122/)**Hao An, Yibin Lou, Jiayi Guo et al.
1869. **[Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset ↗](https://aclanthology.org/2026.findings-eacl.81/)**Iffat Maab, Junichi Yamagishi
1870. **[Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation ↗](https://aclanthology.org/2026.findings-acl.710/)**Yupu Hao, Zhuoran Jin, Huanxuan Liao et al.
1871. **[PuzzleClone: A DSL-Powered Framework for Synthesizing Verifiable Data ↗](https://aclanthology.org/2026.findings-acl.1669/)**Kai Xiong, Yanwei Huang, Rongjunchen Zhang et al.
1872. **[PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1869/)**Zetian Ouyang, Linlin Wang, Gerard de Melo et al.
1873. **[Q2EI: Query-to-Entity Inference for Semantic Condensation in Domain-Specific Retrieval ↗](https://aclanthology.org/2026.findings-acl.1791/)**Yixuan Sun, Zhenqin Xu, HanFeng Zhai et al.
1874. **[QFrBLiMP: a Quebec-French Benchmark of Linguistic Minimal Pairs ↗](https://aclanthology.org/2026.findings-eacl.224/)**David Beauchemin, Pier-Luc Veilleux, Richard Khoury et al.
1875. **[QUARTZ: Quantile-Aware Routing and Queueing for TTFT SLOs in LLM Serving ↗](https://aclanthology.org/2026.findings-acl.1888/)**Zhipeng Liu, Yifan Zheng, Fanqi Kong et al.
1876. **[QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training–Inference Mismatch ↗](https://aclanthology.org/2026.findings-acl.841/)**Hao Gu, Hao Wang, Jiacheng Liu et al.
1877. **[Quantifying Data Contamination in Psychometric Evaluations of LLMs ↗](https://aclanthology.org/2026.findings-eacl.319/)**Jongwook Han, Woojung Song, Jonggeun Lee et al.
1878. **[Quantize What Counts: More for Keys, Less for Values ↗](https://aclanthology.org/2026.findings-acl.1314/)**Mohsen Hariri, Alan Luo, Weicong Chen et al.
1879. **[QueerGen: How LLMs Reflect Societal Norms on Gender and Sexuality in Sentence Completion Task ↗](https://aclanthology.org/2026.findings-eacl.225/)**Mae Sosto, Delfina S. Martinez Pandiani, Laura Hollink
1880. **[Query-Aware Graph Attention for Precise Subgraph Retrieval in Knowledge-Augmented Reasoning ↗](https://aclanthology.org/2026.findings-acl.398/)**Yuanye Xu, Linyi Guo, Yue Zhang et al.
1881. **[Query-Focused Individual Simulation with Progressive Persona Completion ↗](https://aclanthology.org/2026.findings-acl.1686/)**Weiwen SU, Naoki Yoshinaga, Masashi Toyoda
1882. **[Query4Regex: Verifiable Regex Transformation through Formal Operations from NL and DSL Queries ↗](https://aclanthology.org/2026.findings-eacl.331/)**Joonghyuk Hahn, Yo-Sub Han
1883. **[QueryLink: Leveraging Query-Memory Alignment for Long-Term Reasoning in LLM Agents ↗](https://aclanthology.org/2026.findings-acl.765/)**Xuxian Hu, Zhu Teng, Wei Zhang et al.
1884. **[QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs ↗](https://aclanthology.org/2026.findings-acl.231/)**Taolin Zhang, Haidong Kang, Dongyang Li et al.
1885. **[R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL ↗](https://aclanthology.org/2026.findings-acl.2146/)**Hojae Han, Yeonseok Jeong, Seung-won Hwang et al.
1886. **[R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition ↗](https://aclanthology.org/2026.findings-eacl.259/)**Hyeonseok Kang, Hyuk Namgoong, Goun Pyeon et al.
1887. **[R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1896/)**Qingfei Zhao, Ruobing Wang, Dingling Xu et al.
1888. **[RACC: Regret-Aware Confidence Calibration for Consistent Masked Discrete Diffusion Decoding ↗](https://aclanthology.org/2026.findings-acl.1138/)**Qinglin Zeng, Jusheng Zhang, Jing Yang et al.
1889. **[RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis ↗](https://aclanthology.org/2026.findings-eacl.299/)**Anku Rani, Aparna Garimella, Apoorv Saxena et al.
1890. **[RADS: Reinforcement Learning-Based Sample Selection Improves Transfer Learning in Low-resource and Imbalanced Clinical Settings ↗](https://aclanthology.org/2026.findings-acl.608/)**Wei Han, David Martinez Iraola, Anna Khanina et al.
1891. **[RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation ↗](https://aclanthology.org/2026.findings-acl.849/)**Ran Xu, Yuchen Zhuang, Yue Yu et al.
1892. **[RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World ↗](https://aclanthology.org/2026.findings-acl.546/)**Hanbing Liu, Lang Cao, Yang Li
1893. **[RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking ↗](https://aclanthology.org/2026.findings-acl.1902/)**Jiaru Zou, Dongqi Fu, Sirui Chen et al.
1894. **[RAG-KT: Cross-platform Explainable Knowledge Tracing with Multi-view Fusion Retrieval Generation ↗](https://aclanthology.org/2026.findings-acl.257/)**Zhiyi Duan, Hongyu Yuan, Rui Liu
1895. **[RAMP: Risk-Aware Multi-Turn Planning for Jailbreak Red-Teaming ↗](https://aclanthology.org/2026.findings-acl.925/)**Yize Liu, Yunyun Hou, Aina Sui
1896. **[RAP-ID: Mechanistic Prompt Injection Detection via Impostor Behavior Analysis ↗](https://aclanthology.org/2026.findings-acl.738/)**Yuchen Yang, Lei Peng, Yujie He et al.
1897. **[RATION: Entropy-Driven Task-Adaptive Visual Attention Allocation Framework for Multimodal Reasoning ↗](https://aclanthology.org/2026.findings-acl.1238/)**Xingle Xu, Fanheng Kong, Dexian Cai et al.
1898. **[RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning ↗](https://aclanthology.org/2026.findings-eacl.88/)**Sihyeon Ha, Yongjeong Oh, Yo-Seb Jeon
1899. **[RCBSF: A Multi-Agent Framework for Automated Contract Revision via Stackelberg Game ↗](https://aclanthology.org/2026.findings-acl.935/)**Shijia Xu, Yu Wang, Xiaolong Jia et al.
1900. **[RCTEA: Richness-guided Co-training for Temporal Entity Alignment ↗](https://aclanthology.org/2026.findings-acl.1958/)**Jiayun Li, Wen Hua, Shiqi Fan et al.

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