---
title: "ACL 2026 — all accepted papers, page 19 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 19 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 19 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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1801. **[On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning ↗](https://aclanthology.org/2026.acl-long.1822/)**Di Wu, Jiaxin Fan, Chloe Gu et al. · Long Papers
1802. **[One Battle After Another: Probing LLMs' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework ↗](https://aclanthology.org/2026.acl-long.433/)**Qi Jia, Ye Shen, Xiujie Song et al. · Long Papers
1803. **[One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models ↗](https://aclanthology.org/2026.acl-long.1382/)**Shunwen Bai, Jiahuan Zhang, Haoran Huang et al. · Long Papers
1804. **[One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ↗](https://aclanthology.org/2026.acl-long.1912/)**Hao Zong, Cong Hu Yuan, Chao Bei et al. · Long Papers
1805. **[One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ↗](https://aclanthology.org/2026.acl-srw.75/)**Yuxing Lu, Yushuhong Lin, Jason Zhang · Student Research Workshop
1806. **[One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement ↗](https://aclanthology.org/2026.acl-long.1807/)**Yixiao Zhou, Dongzhou Cheng, Zhiliang wu et al. · Long Papers
1807. **[One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness ↗](https://aclanthology.org/2026.acl-long.2186/)**Hiroyuki Deguchi, Katsuki Chousa, Yusuke Sakai · Long Papers
1808. **[One Task Vector is not Enough: A Large-Scale Study for In-Context Learning ↗](https://aclanthology.org/2026.acl-srw.127/)**Pavel Tikhonov, Ivan Oseledets, Elena Tutubalina · Student Research Workshop
1809. **[One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ↗](https://aclanthology.org/2026.acl-long.141/)**Diana Abagyan, Alejandro R. Salamanca, Andres Felipe Cruz-Salinas et al. · Long Papers
1810. **[One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ↗](https://aclanthology.org/2026.acl-short.53/)**Jędrzej Warczyński, Ondrej Dusek, Mateusz Lango · Short Papers
1811. **[Open Schrödinger's Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ↗](https://aclanthology.org/2026.acl-long.208/)**Yukun Jiang, Xinyue Shen, Michael Backes et al. · Long Papers
1812. **[Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction ↗](https://aclanthology.org/2026.acl-long.171/)**Min-Jae Kim, Jun-Yeong Moon, Mujeen Sung et al. · Long Papers
1813. **[OpenGlass: A Sensing-Computing Split Architecture for Local MLLM-Driven Real-Time Visual Assistance ↗](https://aclanthology.org/2026.acl-demo.82/)**Mengzhang Li, Yuan Yao · System Demonstrations
1814. **[OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ↗](https://aclanthology.org/2026.acl-long.1283/)**Sheng Chen, Tang Zhe, Weixing Zhang et al. · Long Papers
1815. **[Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design ↗](https://aclanthology.org/2026.acl-industry.98/)**Junzhuo Li, Peijie Jiang, Changxin Tian et al. · Industry Track
1816. **[Optimizing Length Compression in Large Reasoning Models ↗](https://aclanthology.org/2026.acl-long.146/)**Zhengxiang Cheng, Dongping Chen, Mingyang Fu et al. · Long Papers
1817. **[Optimizing Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models ↗](https://aclanthology.org/2026.acl-srw.124/)**Yanbing Chen, Ruilin Wang, Zihao Yang et al. · Student Research Workshop
1818. **[Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1406/)**Yuhang Wu, Xiangqing Shen, Fanfan Wang et al. · Long Papers
1819. **[Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance ↗](https://aclanthology.org/2026.acl-industry.31/)**Gilad Fuchs, Leonid Ekimov, Fei Dong et al. · Industry Track
1820. **[Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ↗](https://aclanthology.org/2026.acl-long.1467/)**Linfeng Du, Ye Yuan, Zichen Zhao et al. · Long Papers
1821. **[Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models ↗](https://aclanthology.org/2026.acl-long.1924/)**Binghai Wang, Yantao Liu, Yuxuan Liu et al. · Long Papers
1822. **[Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning ↗](https://aclanthology.org/2026.acl-long.1132/)**Ziheng Li, Liu Kang, Feng Xiao et al. · Long Papers
1823. **[Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing ↗](https://aclanthology.org/2026.acl-long.2149/)**Arthur Amalvy, Vincent Labatut, Xavier Bost et al. · Long Papers
1824. **[OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction ↗](https://aclanthology.org/2026.acl-demo.58/)**Junxing Hu, Tianlong Li, Lei Yu et al. · System Demonstrations
1825. **[P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist ↗](https://aclanthology.org/2026.acl-long.2011/)**Kwangwook Seo, Dongha Lee · Long Papers
1826. **[PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents ↗](https://aclanthology.org/2026.acl-long.1252/)**Lei Wei, Xiao Peng, Tt et al. · Long Papers
1827. **[PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition ↗](https://aclanthology.org/2026.acl-long.432/)**Zhihao Xu, Fuzhen Yang, Liang Lin et al. · Long Papers
1828. **[PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ↗](https://aclanthology.org/2026.acl-industry.118/)**Xingyu Li, Rongguang Wang, Yuying Wang et al. · Industry Track
1829. **[PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ↗](https://aclanthology.org/2026.acl-long.1065/)**Yao Yao, Manwen Liao, Weitian Zhang et al. · Long Papers
1830. **[PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1136/)**Rongchuan Mu, Zexin Wang, Qianyu Wang et al. · Long Papers
1831. **[PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning ↗](https://aclanthology.org/2026.acl-long.1474/)**ZhiYan Hou, Haiyun Guo, Haokai Ma et al. · Long Papers
1832. **[PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ↗](https://aclanthology.org/2026.acl-long.562/)**Jinhan Liu, Yibo Yang, Ruiying Lu et al. · Long Papers
1833. **[PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference ↗](https://aclanthology.org/2026.acl-long.1842/)**Hao Zhang, Lyu Mengsi, Zhuo Chen et al. · Long Papers
1834. **[PE-QAT: Parameter-Efficient Quantization-Aware Training for Large Language Models ↗](https://aclanthology.org/2026.acl-srw.63/)**Shresth Mishra · Student Research Workshop
1835. **[PEAP: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception ↗](https://aclanthology.org/2026.acl-long.1060/)**Tianwei Lan, Jiaqi Wu, Zeming Liu et al. · Long Papers
1836. **[PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation](https://md.research.elamur.ai/free/en/papers/proietti-2026-pear-pairwise-evaluation-automatic-relative/)**Lorenzo Proietti, Roman Grundkiewicz, Matt Post · Long Papers*our summary*
1837. **[PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1547/)**Bingxuan Li, Jeonghwan Kim, Cheng Qian et al. · Long Papers
1838. **[PExA: Parallel Exploration Agent for Complex Text-to-SQL ↗](https://aclanthology.org/2026.acl-short.48/)**Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang et al. · Short Papers
1839. **[PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation ↗](https://aclanthology.org/2026.acl-long.1778/)**Yuma Ichikawa, Naoya Takagi, Takumi Nakagawa et al. · Long Papers
1840. **[PIArena: A Platform for Prompt Injection Evaluation ↗](https://aclanthology.org/2026.acl-long.1533/)**Runpeng Geng, Chenlong Yin, Yanting Wang et al. · Long Papers
1841. **[PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge ↗](https://aclanthology.org/2026.acl-long.1674/)**Eojin Jeon, SangKeun Lee · Long Papers
1842. **[PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models ↗](https://aclanthology.org/2026.acl-long.236/)**Haoyu Zheng, Yun Zhu, Yuqian Yuan et al. · Long Papers
1843. **[POWSM: A Phonetic Open Whisper-Style Speech Foundation Model ↗](https://aclanthology.org/2026.acl-long.813/)**Chin-Jou Li, Kalvin Chang, Shikhar Bharadwaj et al. · Long Papers
1844. **[PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning ↗](https://aclanthology.org/2026.acl-long.2032/)**Byeongjin Kim, Gyuwan Kim, Seo Yeon Park · Long Papers
1845. **[PR-XAI: PageRank-Based Feature Attribution for Transformers ↗](https://aclanthology.org/2026.acl-long.22/)**Behrooz Azarkhalili, Linyi Li, Maxwell W. Libbrecht · Long Papers
1846. **[PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ↗](https://aclanthology.org/2026.acl-long.1958/)**Afra Feyza Akyürek, Advait Gosai, Chen Bo Calvin Zhang et al. · Long Papers
1847. **[PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ↗](https://aclanthology.org/2026.acl-long.683/)**Xiangfeng Wang, Hangyu Guo, Yanlin Lai et al. · Long Papers
1848. **[PRISM: Probabilistic Reward Model with Inherent Structural Modeling ↗](https://aclanthology.org/2026.acl-long.563/)**Yuhang Zhou, Yixin Cao, Yuchen Ni et al. · Long Papers
1849. **[PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations ↗](https://aclanthology.org/2026.acl-long.1551/)**Yuhe Wu, Guangyu Wang, Yuran Chen et al. · Long Papers
1850. **[PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues ↗](https://aclanthology.org/2026.acl-long.2113/)**Prajwal Vijay Kajare, Priyanshu Priya, Bikash Santra et al. · Long Papers
1851. **[PRInTS: Reward Modeling for Long-Horizon Information Seeking ↗](https://aclanthology.org/2026.acl-long.1574/)**Jaewoo Lee, Archiki Prasad, Justin Chen et al. · Long Papers
1852. **[PROMPRINT: Prompt Fingerprinting via First-Token Response for LLM App Cloning Detection ↗](https://aclanthology.org/2026.acl-long.1052/)**Jungmin Lee, Peizhuo Lv, Yeonjoon Lee · Long Papers
1853. **[PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows ↗](https://aclanthology.org/2026.acl-demo.3/)**Kazuki Kawamura, Satoshi Waki, Kei Tateno · System Demonstrations
1854. **[PRiSM: Benchmarking Phone Realization in Speech Models ↗](https://aclanthology.org/2026.acl-long.825/)**Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim et al. · Long Papers
1855. **[PUPPET: Neural-Symbolic Standardized Patients for Mental Health ↗](https://aclanthology.org/2026.acl-long.121/)**Chen Xu, Yu Ji, Zhenyu Lyu et al. · Long Papers
1856. **[PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning ↗](https://aclanthology.org/2026.acl-long.1253/)**Jingcheng Hu, Yinmin Zhang, Shijie Shang et al. · Long Papers
1857. **[PaT: Planning-after-Trial for Efficient Test-Time Code Generation ↗](https://aclanthology.org/2026.acl-long.1703/)**Youngsik Yoon, Sungjae Lee, Seockbean Song et al. · Long Papers
1858. **[PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ↗](https://aclanthology.org/2026.acl-long.927/)**Ai Jian, Jingqing Ruan, Xing Ma et al. · Long Papers
1859. **[Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ↗](https://aclanthology.org/2026.acl-long.2140/)**Qianli Ma, Chang Guo, Zhiheng Tian et al. · Long Papers
1860. **[Paper2Web: Let's Make Your Paper Alive! ↗](https://aclanthology.org/2026.acl-demo.57/)**Yuhang Chen, Tianpeng Lv, Yao Wan et al. · System Demonstrations
1861. **[PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ↗](https://aclanthology.org/2026.acl-demo.39/)**Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner et al. · System Demonstrations
1862. **[PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing ↗](https://aclanthology.org/2026.acl-long.798/)**Zhuoqun Li, Xuanang Chen, Hongyu Lin et al. · Long Papers
1863. **[Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization ↗](https://aclanthology.org/2026.acl-long.253/)**Michele Joshua Maggini, Søren Fomsgaard, Michele Maestroni et al. · Long Papers
1864. **[ParaSuite: Boosting LLM Reasoning via Paradox Resolution ↗](https://aclanthology.org/2026.acl-long.2047/)**Bin Chen, Yu Zhang, Hongfei Ye et al. · Long Papers
1865. **[Parallel Test-Time Scaling for Latent Reasoning Models ↗](https://aclanthology.org/2026.acl-long.2069/)**Runyang You, Yongqi Li, Meng Liu et al. · Long Papers
1866. **[Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ↗](https://aclanthology.org/2026.acl-long.12/)**Qianli Wang, Van Bach Nguyen, Yihong Liu et al. · Long Papers
1867. **[Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ↗](https://aclanthology.org/2026.acl-long.1516/)**Zekai Lin, Chao Xue, Di Liang et al. · Long Papers
1868. **[Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement](https://md.research.elamur.ai/free/en/papers/yan-2026-paraphrasing-as-zero-shot-translation/)**Ziyue Yan, Hongying Zan, Xinglin Lyu et al. · Long Papers*our summary*
1869. **[Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization ↗](https://aclanthology.org/2026.acl-long.342/)**Negar Foroutan, Clara Meister, Debjit Paul et al. · Long Papers
1870. **[ParseJargon: Personalized Real-time Jargon Support in Online Meetings ↗](https://aclanthology.org/2026.acl-demo.61/)**Yifan Song, Wing Yee Au, Hon Yung Wong et al. · System Demonstrations
1871. **[Patches of Nonlinearity: Instruction Vectors in Large Language Models ↗](https://aclanthology.org/2026.acl-long.559/)**Irina Bigoulaeva, Jonas Rohweder, Subhabrata Dutta et al. · Long Papers
1872. **[PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways ↗](https://aclanthology.org/2026.acl-demo.50/)**Jasper Meynard Arana, John Andrew Mañacop, John Allen Manacop et al. · System Demonstrations
1873. **[Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices ↗](https://aclanthology.org/2026.acl-srw.10/)**Liu Zai, Iraklis A. Klampanos · Student Research Workshop
1874. **[Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ↗](https://aclanthology.org/2026.acl-long.2103/)**Cui Yakun, Peng Qi, Fushuo Huo et al. · Long Papers
1875. **[Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training ↗](https://aclanthology.org/2026.acl-long.999/)**Lei Liu, Hao Zhu, Xiaoyan Yang et al. · Long Papers
1876. **[Persona-E\texttwosuperior: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ↗](https://aclanthology.org/2026.acl-long.1350/)**Yuqin Yang, Haowu Zhou, Haoran Tu et al. · Long Papers
1877. **[Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn Conversations ↗](https://aclanthology.org/2026.acl-long.828/)**Prerna Juneja, Lika Lomidze · Long Papers
1878. **[PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records ↗](https://aclanthology.org/2026.acl-long.1669/)**Yibo Lyu, Gongwei Chen, Rui Shao et al. · Long Papers
1879. **[PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ↗](https://aclanthology.org/2026.acl-long.1395/)**Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani et al. · Long Papers
1880. **[Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework ↗](https://aclanthology.org/2026.acl-long.1222/)**Xilai Ma, Liye Zhao, Weijun Yao et al. · Long Papers
1881. **[Phase Transitions in Affective Meaning Divergence: The Hidden Drift Before the Break ↗](https://aclanthology.org/2026.acl-srw.19/)**Napassorn Litchiowong · Student Research Workshop
1882. **[Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet ↗](https://aclanthology.org/2026.acl-long.1872/)**Milan Miletić, Julie Kallini, Ekaterina Shutova · Long Papers
1883. **[Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese ↗](https://aclanthology.org/2026.acl-long.1041/)**Xing Yue, Yongliang Shen, Weiming Lu · Long Papers
1884. **[Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ↗](https://aclanthology.org/2026.acl-long.1460/)**Wonjin Lee, Kyumin Kim, Sungjae Lee et al. · Long Papers
1885. **[Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.969/)**Yangyi Fang, Haolin Shi · Long Papers
1886. **[Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding ↗](https://aclanthology.org/2026.acl-long.1823/)**Yupeng Qi, Ziyu Lyu, Lixin Cui et al. · Long Papers
1887. **[PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ↗](https://aclanthology.org/2026.acl-long.1590/)**Zoher Kachwala, Bao Tran Truong, Rasika Muralidharan et al. · Long Papers
1888. **[PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ↗](https://aclanthology.org/2026.acl-long.2019/)**Chenning Xu, Mao Zheng, Mingyu Zheng et al. · Long Papers
1889. **[Policy Compliance of User Requests in Natural Language for AI Systems ↗](https://aclanthology.org/2026.acl-industry.21/)**Pedro Cisneros-Velarde · Industry Track
1890. **[PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts ↗](https://aclanthology.org/2026.acl-long.2085/)**Yifei Zhu · Long Papers
1891. **[Polymorphic Universal Transformer ↗](https://aclanthology.org/2026.acl-long.1809/)**Yilong Chen, Zitian Gao, Yihao Xiao et al. · Long Papers
1892. **[Potato 2.0: A Comprehensive Annotation Platform with AI-in-the-Loop Support ↗](https://aclanthology.org/2026.acl-demo.37/)**David Jurgens, Michael Chen, Lina Iyer · System Demonstrations
1893. **[Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ↗](https://aclanthology.org/2026.acl-long.640/)**David Ilić, David Stanojević, Kostadin Cvejoski · Long Papers
1894. **[Powering Verifiable Learning via Automated Evolutionary Data Synthesis ↗](https://aclanthology.org/2026.acl-long.1099/)**He Du, Bowen Li, Aijun Yang et al. · Long Papers
1895. **[Praat++: Multimedia Annotation System for Speech and Vocalization ↗](https://aclanthology.org/2026.acl-demo.80/)**Weiran Zhang, Kenny Q. Zhu · System Demonstrations
1896. **[Practical Guidelines for Model Merging in LLMs Pre-Training ↗](https://aclanthology.org/2026.acl-industry.105/)**Giuseppe Curci, Stefano Simonazzi, Andrea molinari et al. · Industry Track
1897. **[Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ↗](https://aclanthology.org/2026.acl-industry.28/)**Kyungho Kim, Yeonje Choi, Gyurim Hwang et al. · Industry Track
1898. **[Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation ↗](https://aclanthology.org/2026.acl-long.919/)**Hanwen Shen, Ting Ying, Jiajie Lu et al. · Long Papers
1899. **[Pref-CTRL: Preference Driven LLM Alignment using Representation Editing ↗](https://aclanthology.org/2026.acl-short.41/)**Imranul Ashrafi, Inigo Jauregi Unanue, Massimo Piccardi · Short Papers
1900. **[Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ↗](https://aclanthology.org/2026.acl-long.2205/)**Weixu Zhang, Ye Yuan, Changjiang Han et al. · Long Papers

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