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# Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 16 of 35 · the most cited first · [← Findings of the Association for Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/findings/2025/)

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1501. **[EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.482/)**Jie Gong, Biaoshuai Zheng, Qiwang Hu*1 citation*
1502. **[EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ↗](https://aclanthology.org/2025.findings-acl.754/)**Xiao Yu, Yi Yu, Dongrui Liu et al.*1 citation*
1503. **[Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs ↗](https://aclanthology.org/2025.findings-acl.1167/)**Puxuan Yu, Daniel Cohen, Hemank Lamba et al.*1 citation*
1504. **[Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments ↗](https://aclanthology.org/2025.findings-acl.1015/)**Russell Scheinberg, Ameeta Agrawal, Amber Shore et al.*1 citation*
1505. **[Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku ↗](https://aclanthology.org/2025.findings-acl.155/)**Anirudh Maiya, Razan Alghamdi, Maria Leonor Pacheco et al.*1 citation*
1506. **[Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ↗](https://aclanthology.org/2025.findings-acl.673/)**Parishad BehnamGhader, Nicholas Meade, Siva Reddy*1 citation*
1507. **[Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1282/)**Gyunyeop Kim, Sangwoo Kang*1 citation*
1508. **[Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.1324/)**Ritvik Choudhary, Rem Hida, Masaki Hamada et al.*1 citation*
1509. **[Exploring Hybrid Sampling Inference for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2025.findings-naacl.236/)**Xiaoyi Bao, Minjie Qiang, Jinghang Gu et al.*1 citation*
1510. **[Exploring In-context Example Generation for Machine Translation ↗](https://aclanthology.org/2025.findings-acl.1362/)**Dohyun Lee, Seungil Chad Lee, Chanwoo Yang et al.*1 citation*
1511. **[Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions ↗](https://aclanthology.org/2025.findings-acl.757/)**Seiji Shimizu, Hisada Shohei, Yutaka Uno et al.*1 citation*
1512. **[Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.828/)**Eugenio Marzona, Maria Goikhman, Alessio Palmero Aprosio et al.*1 citation*
1513. **[Exploring and Controlling Diversity in LLM-Agent Conversation ↗](https://aclanthology.org/2025.findings-emnlp.1397/)**KuanChao Chu, Yi-Pei Chen, Hideki Nakayama*1 citation*
1514. **[Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review ↗](https://aclanthology.org/2025.findings-acl.1069/)**Thushari Atapattu, Menasha Thilakaratne, Duc Nhan Do et al.*1 citation*
1515. **[ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content ↗](https://aclanthology.org/2025.findings-emnlp.1176/)**Bhavik Chandna, Mariam Aboujenane, Usman Naseem*1 citation*
1516. **[FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval ↗](https://aclanthology.org/2025.findings-naacl.188/)**Jinlin Wang, Suyuchen Wang, Ziwen Xia et al.*1 citation*
1517. **[FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference ↗](https://aclanthology.org/2025.findings-emnlp.515/)**Dongwei Wang, Zijie Liu, Song Wang et al.*1 citation*
1518. **[FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series ↗](https://aclanthology.org/2025.findings-emnlp.834/)**Gunjan Jalori, Preetika Verma, Sercan O Arik*1 citation*
1519. **[FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks ↗](https://aclanthology.org/2025.findings-emnlp.981/)**Sabrina McCallum, Amit Parekh, Alessandro Suglia*1 citation*
1520. **[FREE: Fast and Robust Vision Language Models with Early Exits ↗](https://aclanthology.org/2025.findings-acl.1209/)**Divya Jyoti Bajpai, Manjesh Kumar Hanawal*1 citation*
1521. **[FaMTEB: Massive Text Embedding Benchmark in Persian Language ↗](https://aclanthology.org/2025.findings-emnlp.614/)**Erfan Zinvandi, Morteza Alikhani, Mehran Sarmadi et al.*1 citation*
1522. **[Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.487/)**Juraj Vladika, Mahdi Dhaini, Florian Matthes*1 citation*
1523. **[FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter ↗](https://aclanthology.org/2025.findings-emnlp.257/)**JunXi Wang, Yaxiong Wang, Lechao Cheng et al.*1 citation*
1524. **[FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis ↗](https://aclanthology.org/2025.findings-acl.1131/)**Yilun Zheng, Sha Li, Fangkun Wu et al.*1 citation*
1525. **[Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models ↗](https://aclanthology.org/2025.findings-emnlp.1218/)**Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee*1 citation*
1526. **[Faster and Better LLMs via Latency-Aware Test-Time Scaling ↗](https://aclanthology.org/2025.findings-emnlp.928/)**Zili Wang, Tianyu Zhang, Haoli Bai et al.*1 citation*
1527. **[Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.130/)**Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao et al.*1 citation*
1528. **[FedLEKE: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration ↗](https://aclanthology.org/2025.findings-acl.733/)**Zongkai Zhao, Guozeng Xu, Xiuhua Li et al.*1 citation*
1529. **[FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking ↗](https://aclanthology.org/2025.findings-naacl.257/)**Jabez Magomere, Elena Kochkina, Samuel Mensah et al.*1 citation*
1530. **[FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ↗](https://aclanthology.org/2025.findings-acl.64/)**Qianli Wang, Nils Feldhus, Simon Ostermann et al.*1 citation*
1531. **[Flaming-hot Initiation with Regular Execution Sampling for Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.396/)**Weizhe Chen, Zhicheng Zhang, Guanlin Liu et al.*1 citation*
1532. **[Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs ↗](https://aclanthology.org/2025.findings-emnlp.975/)**Wei Chen, Zhi Zheng, Lili Zhao et al.*1 citation*
1533. **[ForestCast: Open-Ended Event Forecasting with Semantic News Forest ↗](https://aclanthology.org/2025.findings-emnlp.678/)**Zi Yu, Shaoxiang Wang, Guozheng Li et al.*1 citation*
1534. **[Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks ↗](https://aclanthology.org/2025.findings-emnlp.266/)**Sheng Liu, Qiang Sheng, Danding Wang et al.*1 citation*
1535. **[From Characters to Tokens: Dynamic Grouping with Hierarchical BPE ↗](https://aclanthology.org/2025.findings-emnlp.595/)**Rares Dolga, Lucas Maystre, Tudor Berariu et al.*1 citation*
1536. **[From Confidence to Collapse in LLM Factual Robustness ↗](https://aclanthology.org/2025.findings-emnlp.460/)**Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci*1 citation*
1537. **[From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment ↗](https://aclanthology.org/2025.findings-emnlp.1024/)**Jing Ye, Lu Xiang, Yaping Zhang et al.*1 citation*
1538. **[From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing ↗](https://aclanthology.org/2025.findings-emnlp.751/)**Chengrui Xiang, Tengfei Ma, Xiangzheng Fu et al.*1 citation*
1539. **[From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling ↗](https://aclanthology.org/2025.findings-emnlp.1003/)**Mohsinul Kabir, Tasfia Tahsin, Sophia Ananiadou*1 citation*
1540. **[Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ↗](https://aclanthology.org/2025.findings-acl.1249/)**Huimin Xu, Xin Mao, Feng-Lin Li et al.*1 citation*
1541. **[FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation ↗](https://aclanthology.org/2025.findings-emnlp.847/)**Yifeng He, Jicheng Wang, Yuyang Rong et al.*1 citation*
1542. **[Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ↗](https://aclanthology.org/2025.findings-acl.1346/)**Maximilian Holsman, Yukun Huang, Bhuwan Dhingra*1 citation*
1543. **[GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages ↗](https://aclanthology.org/2025.findings-ijcnlp.117/)**Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma et al.*1 citation*
1544. **[GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1119/)**Tuo Wang, Adithya Kulkarni, Tyler Cody et al.*1 citation*
1545. **[GLProtein: Global-and-Local Structure Aware Protein Representation Learning ↗](https://aclanthology.org/2025.findings-emnlp.233/)**Yunqing Liu, Wenqi Fan, Xiao-Yong Wei et al.*1 citation*
1546. **[GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation ↗](https://aclanthology.org/2025.findings-emnlp.236/)**Jeongsoo Lee, Daeyong Kwon, Kyohoon Jin*1 citation*
1547. **[GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ↗](https://aclanthology.org/2025.findings-acl.659/)**Cristian-George Craciun, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel et al.*1 citation*
1548. **[GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data ↗](https://aclanthology.org/2025.findings-acl.814/)**Michele Luca Contalbo, Sara Pederzoli, Francesco Del Buono et al.*1 citation*
1549. **[GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ↗](https://aclanthology.org/2025.findings-acl.196/)**Mufan Qiu, Xinyu Hu, Fengwei Zhan et al.*1 citation*
1550. **[GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition ↗](https://aclanthology.org/2025.findings-emnlp.1059/)**Yang Chen, Shuwan Yang, Yan Xiang et al.*1 citation*
1551. **[GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction](https://md.research.elamur.ai/free/en/papers/lin-2025-gum-sage-novel-dataset-approach/)**Jessica Lin, Amir Zeldes*1 citation · our summary*
1552. **[GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning ↗](https://aclanthology.org/2025.findings-emnlp.1372/)**Abdessalam Ed-dib, Zhanibek Datbayev, Amine M. Aboussalah*1 citation*
1553. **[GenPTQ: Green Post-Training Quantization for Large-Scale ASR Models with Mixed-Precision Bit Allocation ↗](https://aclanthology.org/2025.findings-emnlp.566/)**Beom Jin Kang, Hyun Kim*1 citation*
1554. **[Gender Bias in Instruction-Guided Speech Synthesis Models ↗](https://aclanthology.org/2025.findings-naacl.298/)**Chun-Yi Kuan, Hung-yi Lee*1 citation*
1555. **[Generalizing to Unseen Disaster Events: A Causal View ↗](https://aclanthology.org/2025.findings-ijcnlp.2/)**Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al.*1 citation*
1556. **[Generating Domain-Specific Knowledge Graphs from Large Language Models ↗](https://aclanthology.org/2025.findings-acl.602/)**Marinela Parović, Ze Li, Jinhua Du*1 citation*
1557. **[Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models ↗](https://aclanthology.org/2025.findings-acl.586/)**Junling Wang, Anna Rutkiewicz, April Wang et al.*1 citation*
1558. **[GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models ↗](https://aclanthology.org/2025.findings-naacl.410/)**Aditya Sharma, Aman Dalmia, Mehran Kazemi et al.*1 citation*
1559. **[Glitter: A Multi-Sentence, Multi-Reference Benchmark for Gender-Fair German Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.1002/)**A Pranav, Janiça Hackenbuchner, Giuseppe Attanasio et al.*1 citation*
1560. **[GmSLM : Generative Marmoset Spoken Language Modeling ↗](https://aclanthology.org/2025.findings-emnlp.1122/)**Talia Sternberg, Michael London, David Omer et al.*1 citation*
1561. **[Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1227/)**Xiaojun Wu, Junxi Liu, Huan-Yi Su et al.*1 citation*
1562. **[GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration ↗](https://aclanthology.org/2025.findings-naacl.201/)**Ziwen Li, Xiang `Anthony' Chen, Youngseung Jeon*1 citation*
1563. **[Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation ↗](https://aclanthology.org/2025.findings-naacl.458/)**Yu Wang, Jiaxin Zhang, Xiang Gao et al.*1 citation*
1564. **[Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages ↗](https://aclanthology.org/2025.findings-acl.367/)**Pratik Rakesh Singh, Kritarth Prasad, Mohammadi Zaki et al.*1 citation*
1565. **[Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward ↗](https://aclanthology.org/2025.findings-emnlp.694/)**Han Weng, Puzhen Wu, Cui Longjie et al.*1 citation*
1566. **[GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets ↗](https://aclanthology.org/2025.findings-naacl.452/)**Qiming Wu, Zichen Chen, Will Corcoran et al.*1 citation*
1567. **[HARE: an entity and relation centric evaluation framework for histopathology reports ↗](https://aclanthology.org/2025.findings-emnlp.490/)**Yunsoo Kim, Michal Wen Sheue Ong, Alex Shavick et al.*1 citation*
1568. **[HATECAT-TR: A Hate Speech Span Detection and Categorization Dataset for Turkish ↗](https://aclanthology.org/2025.findings-emnlp.1393/)**Hasan Kerem Şeker, Gökçe Uludoğan, Pelin Önal et al.*1 citation*
1569. **[HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction ↗](https://aclanthology.org/2025.findings-emnlp.391/)**Xiangfeng Luo, Ruoxin Zheng, Jianqiang Huang et al.*1 citation*
1570. **[HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs ↗](https://aclanthology.org/2025.findings-naacl.397/)**Sangyeop Kim, Hangyeul Lee, Yohan Lee*1 citation*
1571. **[HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.findings-emnlp.274/)**Yihan Jiao, Zhehao Tan, Dan Yang et al.*1 citation*
1572. **[Hallucination Detection in Structured Query Generation via LLM Self-Debating ↗](https://aclanthology.org/2025.findings-emnlp.873/)**Miaoran Li, Jiangning Chen, Minghua Xu et al.*1 citation*
1573. **[Harnessing Whisper for Prosodic Stress Analysis ↗](https://aclanthology.org/2025.findings-acl.1331/)**Samuel S. Sohn, Sten Knutsen, Karin Stromswold*1 citation*
1574. **[HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation ↗](https://aclanthology.org/2025.findings-acl.824/)**Naquee Rizwan, Seid Muhie Yimam, Daryna Dementieva et al.*1 citation*
1575. **[Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents ↗](https://aclanthology.org/2025.findings-emnlp.411/)**Pengzhou Cheng, Haowen Hu, Zheng Wu et al.*1 citation*
1576. **[Hierarchical Speculative Decoding with Dynamic Window ↗](https://aclanthology.org/2025.findings-naacl.462/)**Shensian Syu, Hung-yi Lee*1 citation*
1577. **[How Do Large Language Models Perform in Dynamical System Modeling ↗](https://aclanthology.org/2025.findings-naacl.50/)**Xiao Luo, Binqi Chen, Haixin Wang et al.*1 citation*
1578. **[How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective ↗](https://aclanthology.org/2025.findings-emnlp.145/)**Xiao Luo, Changhu Wang, Yizhou Sun et al.*1 citation*
1579. **[How Does Response Length Affect Long-Form Factuality ↗](https://aclanthology.org/2025.findings-acl.161/)**James Xu Zhao, Jimmy Z.J. Liu, Bryan Hooi et al.*1 citation*
1580. **[How Inclusively do LMs Perceive Social and Moral Norms? ↗](https://aclanthology.org/2025.findings-naacl.273/)**Michael Galarnyk, Agam Shah, Dipanwita Guhathakurta et al.*1 citation*
1581. **[How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation ↗](https://aclanthology.org/2025.findings-emnlp.1160/)**Zhuohan Long, Siyuan Wang, Shujun Liu et al.*1 citation*
1582. **[How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues ↗](https://aclanthology.org/2025.findings-emnlp.1144/)**Suhas Bn, Dominik O. Mattioli, Andrew M. Sherrill et al.*1 citation*
1583. **[How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders ↗](https://aclanthology.org/2025.findings-emnlp.725/)**Tatsuro Inaba, Go Kamoda, Kentaro Inui et al.*1 citation*
1584. **[How do we measure privacy in text? A survey of text anonymization metrics ↗](https://aclanthology.org/2025.findings-ijcnlp.94/)**Yaxuan Ren, Krithika Ramesh, Yaxing Yao et al.*1 citation*
1585. **[HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation ↗](https://aclanthology.org/2025.findings-acl.701/)**Weizhi Tang, Yixuan Li, Chris Sypherd et al.*1 citation*
1586. **[HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ↗](https://aclanthology.org/2025.findings-acl.292/)**Yongsen Zheng, Mingjie Qian, Guohua Wang et al.*1 citation*
1587. **[Hypercomplex Transformer: Novel Attention Mechanism ↗](https://aclanthology.org/2025.findings-ijcnlp.115/)**Maxim Gordeev, Zuev Aleksandr, Mikhail Bakulin et al.*1 citation*
1588. **[Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ↗](https://aclanthology.org/2025.findings-acl.980/)**Yejun Yoon, Jaeyoon Jung, Seunghyun Yoon et al.*1 citation*
1589. **[I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ↗](https://aclanthology.org/2025.findings-acl.682/)**Esam Ghaleb, Bulat Khaertdinov, Asli Ozyurek et al.*1 citation*
1590. **[ICLER: Intent CLassification with Enhanced Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.164/)**Dezheng Gao, Dong Xiaozheng, SHuangtao Yang et al.*1 citation*
1591. **[IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ↗](https://aclanthology.org/2025.findings-acl.1315/)**Yusuke Sakai, Takumi Goto, Taro Watanabe*1 citation*
1592. **[IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data ↗](https://aclanthology.org/2025.findings-emnlp.923/)**Bo Peng, Zhiheng Wang, Heyang Gong et al.*1 citation*
1593. **[Identifying Aspects in Peer Reviews ↗](https://aclanthology.org/2025.findings-emnlp.326/)**Sheng Lu, Ilia Kuznetsov, Iryna Gurevych*1 citation*
1594. **[Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models ↗](https://aclanthology.org/2025.findings-emnlp.840/)**Maeda Hanafi, Ishan Jindal, Yannis Katsis et al.*1 citation*
1595. **[Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities ↗](https://aclanthology.org/2025.findings-emnlp.373/)**Qirun Dai, Dylan Zhang, Jiaqi W. Ma et al.*1 citation*
1596. **[Improving LLM Reasoning through Interpretable Role-Playing Steering ↗](https://aclanthology.org/2025.findings-emnlp.39/)**Anyi Wang, Dong Shu, Yifan Wang et al.*1 citation*
1597. **[Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data ↗](https://aclanthology.org/2025.findings-acl.1124/)**Ann-Sophie Gnehm, Simon Clematide*1 citation*
1598. **[Improving Word Alignment Using Semi-Supervised Learning ↗](https://aclanthology.org/2025.findings-acl.1020/)**Zhongtao Miao, Qiyu Wu, Masaaki Nagata et al.*1 citation*
1599. **[Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning ↗](https://aclanthology.org/2025.findings-emnlp.1392/)**Sai Ashish Somayajula, Bokai Hu, Qi Cao et al.*1 citation*
1600. **[In the LLM era, Word Sense Induction remains unsolved](https://md.research.elamur.ai/free/en/papers/mosolova-2025-wsi-unsolved/)**Anna Mosolova, Marie Candito, Carlos Ramisch*1 citation · our summary*

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