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

3,414 papers · page 13 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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1201. **[The Power of Framing: How News Headlines Guide Search Behavior ↗](https://aclanthology.org/2025.findings-emnlp.46/)**Amrit Poudel, Maria Milkowski, Tim Weninger*2 citations*
1202. **[The Role of Prosody in Spoken Question Answering ↗](https://aclanthology.org/2025.findings-naacl.471/)**Jie Chi, Maureen de Seyssel, Natalie Schluter*2 citations*
1203. **[Think Right, Not More: Test-Time Scaling for Numerical Claim Verification ↗](https://aclanthology.org/2025.findings-emnlp.1322/)**Primakov Chungkham, Venktesh V, Vinay Setty et al.*2 citations*
1204. **[ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails ↗](https://aclanthology.org/2025.findings-acl.704/)**Xiaofei Wen, Wenxuan Zhou, Wenjie Jacky Mo et al.*2 citations*
1205. **[To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization ↗](https://aclanthology.org/2025.findings-acl.159/)**Haozhe Wang, Long Li, Chao Qu et al.*2 citations*
1206. **[Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation ↗](https://aclanthology.org/2025.findings-emnlp.1076/)**Jihao Gu, Yingyao Wang, Meng Cao et al.*2 citations*
1207. **[TokenShapley: Token Level Context Attribution with Shapley Value ↗](https://aclanthology.org/2025.findings-acl.200/)**Yingtai Xiao, Yuqing Zhu, Sirat Samyoun et al.*2 citations*
1208. **[Tokenization is Sensitive to Language Variation ↗](https://aclanthology.org/2025.findings-acl.572/)**Anna Wegmann, Dong Nguyen, David Jurgens*2 citations*
1209. **[Topic Modeling for Short Texts via Optimal Transport-Based Clustering ↗](https://aclanthology.org/2025.findings-acl.398/)**Tu Vu, Manh Do, Tung Nguyen et al.*2 citations*
1210. **[Training Language Models to Critique With Multi-agent Feedback ↗](https://aclanthology.org/2025.findings-emnlp.78/)**Tian Lan, Wenwei Zhang, Chengqi Lyu et al.*2 citations*
1211. **[Training Multi-Modal LLMs through Dialogue Planning for HRI ↗](https://aclanthology.org/2025.findings-acl.837/)**Claudiu Daniel Hromei, Federico Borazio, Andrea Sensi et al.*2 citations*
1212. **[TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling ↗](https://aclanthology.org/2025.findings-emnlp.1140/)**Jiahao Qiu, Yifu Lu, Yifan Zeng et al.*2 citations*
1213. **[TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System ↗](https://aclanthology.org/2025.findings-naacl.160/)**Zeyu Zhang, Jianxun Lian, Chen Ma et al.*2 citations*
1214. **[TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1084/)**Yiran Zhang, Mo Wang, Xiaoyang Li et al.*2 citations*
1215. **[Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement ↗](https://aclanthology.org/2025.findings-emnlp.689/)**Lanxin Bi, Yunqi Zhang, Luyi Wang et al.*2 citations*
1216. **[UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ↗](https://aclanthology.org/2025.findings-acl.85/)**Chuanyuan Tan, Wenbiao Shao, Hao Xiong et al.*2 citations*
1217. **[UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions ↗](https://aclanthology.org/2025.findings-acl.423/)**Xunzhi Wang, Zhuowei Zhang, Gaonan Chen et al.*2 citations*
1218. **[Uncertainty-Aware Answer Selection for Improved Reasoning in Multi-LLM Systems ↗](https://aclanthology.org/2025.findings-emnlp.1367/)**Aakriti Agrawal, Rohith Aralikatti, Anirudh Satheesh et al.*2 citations*
1219. **[Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models ↗](https://aclanthology.org/2025.findings-emnlp.230/)**Zhenhua Xu, Zhaokun Yan, Binhan Xu et al.*2 citations*
1220. **[Unsupervised Speech-text word-level alignment with Dynamic Programming ↗](https://aclanthology.org/2025.findings-naacl.124/)**Tianshu Yu, Zihan Gong, Minghuan Tan et al.*2 citations*
1221. **[Untangling Hate Speech Definitions: A Semantic Componential Analysis Across Cultures and Domains ↗](https://aclanthology.org/2025.findings-naacl.175/)**Katerina Korre, Arianna Muti, Federico Ruggeri et al.*2 citations*
1222. **[Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.findings-emnlp.511/)**Changle Qu, Sunhao Dai, Hengyi Cai et al.*2 citations*
1223. **[VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs ↗](https://aclanthology.org/2025.findings-naacl.171/)**Hanan Gani, Rohit Bharadwaj, Muzammal Naseer et al.*2 citations*
1224. **[VCD: A Dataset for Visual Commonsense Discovery in Images ↗](https://aclanthology.org/2025.findings-acl.290/)**Xiangqing Shen, Fanfan Wang, Siwei Wu et al.*2 citations*
1225. **[VIBE: Can a VLM Read the Room? ↗](https://aclanthology.org/2025.findings-emnlp.1252/)**Tania Chakraborty, Eylon Caplan, Dan Goldwasser*2 citations*
1226. **[Verifiable Format Control for Large Language Model Generations ↗](https://aclanthology.org/2025.findings-naacl.194/)**Zhaoyang Wang, Jinqi Jiang, Huichi Zhou et al.*2 citations*
1227. **[VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation ↗](https://aclanthology.org/2025.findings-acl.449/)**Xinlong Chen, Yuanxing Zhang, Chongling Rao et al.*2 citations*
1228. **[Vision Language Model Helps Private Information De-Identification in Vision Data ↗](https://aclanthology.org/2025.findings-acl.236/)**Tiejin Chen, Pingzhi Li, Kaixiong Zhou et al.*2 citations*
1229. **[Vision-Language Models Struggle to Align Entities across Modalities ↗](https://aclanthology.org/2025.findings-acl.965/)**Iñigo Alonso, Gorka Azkune, Ander Salaberria et al.*2 citations*
1230. **[VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning ↗](https://aclanthology.org/2025.findings-naacl.370/)**Cuong Chi Le, Hoang-Chau Truong-Vinh, Huy Nhat Phan et al.*2 citations*
1231. **[Watermark Smoothing Attacks against Language Models ↗](https://aclanthology.org/2025.findings-emnlp.264/)**Hongyan Chang, Hamed Hassani, Reza Shokri*2 citations*
1232. **[What Makes for Good Image Captions? ↗](https://aclanthology.org/2025.findings-emnlp.75/)**Delong Chen, Samuel Cahyawijaya, Etsuko Ishii et al.*2 citations*
1233. **[When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits ↗](https://aclanthology.org/2025.findings-acl.1150/)**Jabez Magomere, Emanuele La Malfa, Manuel Tonneau et al.*2 citations*
1234. **[When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ↗](https://aclanthology.org/2025.findings-acl.695/)**Hillary Dawkins, Kathleen C. Fraser, Svetlana Kiritchenko*2 citations*
1235. **[When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.200/)**Shufan Chen, He Zheng, Lei Cui*2 citations*
1236. **[Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models ↗](https://aclanthology.org/2025.findings-acl.884/)**Wanqi Yang, Yanda Li, Meng Fang et al.*2 citations*
1237. **[Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ↗](https://aclanthology.org/2025.findings-acl.1317/)**Yongsen Zheng, Zongxuan Xie, Guohua Wang et al.*2 citations*
1238. **[WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ↗](https://aclanthology.org/2025.findings-acl.1280/)**Negar Foroutan, Angelika Romanou, Matin Ansaripour et al.*2 citations*
1239. **[Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia ↗](https://aclanthology.org/2025.findings-acl.866/)**Chenxi Wang, Tianle Gu, Zhongyu Wei et al.*2 citations*
1240. **[Zero-Shot Strategies for Length-Controllable Summarization ↗](https://aclanthology.org/2025.findings-naacl.34/)**Fabian Retkowski, Alexander Waibel*2 citations*
1241. **[ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ↗](https://aclanthology.org/2025.findings-acl.805/)**Alessio Cocchieri, Marcos Martínez Galindo, Giacomo Frisoni et al.*2 citations*
1242. **[“My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise ↗](https://aclanthology.org/2025.findings-acl.198/)**Sharath Naganna, Saprativa Bhattacharjee, Biplab Banerjee et al.*2 citations*
1243. **[“What's Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets ↗](https://aclanthology.org/2025.findings-emnlp.125/)**Akshay Paruchuri, Maryam Aziz, Rohit Vartak et al.*2 citations*
1244. **[mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ↗](https://aclanthology.org/2025.findings-acl.180/)**Matthieu Futeral, Armel Randy Zebaze, Pedro Ortiz Suarez et al.*2 citations*
1245. **[mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ↗](https://aclanthology.org/2025.findings-acl.678/)**Hellina Hailu Nigatu, Min Li, Maartje Ter Hoeve et al.*2 citations*
1246. **[mrCAD: Multimodal Communication to Refine Computer-aided Designs ↗](https://aclanthology.org/2025.findings-emnlp.1248/)**William P McCarthy, Saujas Vaduguru, Karl D.D. Willis et al.*2 citations*
1247. **[scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ↗](https://aclanthology.org/2025.findings-acl.53/)**Zhiyin Yu, Chao Zheng, Chong Chen et al.*2 citations*
1248. **[skLEP: A Slovak General Language Understanding Benchmark ↗](https://aclanthology.org/2025.findings-acl.1371/)**Marek Suppa, Andrej Ridzik, Daniel Hládek et al.*2 citations*
1249. **[$PD^3F$: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.195/)**Yuanhe Zhang, Xinyue Wang, Haoran Gao et al.*1 citation*
1250. **[2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision ↗](https://aclanthology.org/2025.findings-naacl.455/)**Shilong Li, Yancheng He, Hui Huang et al.*1 citation*
1251. **[A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models ↗](https://aclanthology.org/2025.findings-emnlp.723/)**Sriram Balasubramanian, Samyadeep Basu, Soheil Feizi*1 citation*
1252. **[A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ↗](https://aclanthology.org/2025.findings-acl.638/)**Goncalo Emanuel Cavaco Gomes, Bruno Martins, Chrysoula Zerva*1 citation*
1253. **[A General Framework to Enhance Fine-tuning-based LLM Unlearning ↗](https://aclanthology.org/2025.findings-acl.949/)**Jie Ren, Zhenwei Dai, Xianfeng Tang et al.*1 citation*
1254. **[A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ↗](https://aclanthology.org/2025.findings-acl.1149/)**Bin Wu, Edgar Meij, Emine Yilmaz*1 citation*
1255. **[A Large-Scale Benchmark for Vietnamese Sentence Paraphrases ↗](https://aclanthology.org/2025.findings-naacl.59/)**Sang Quang Nguyen, Kiet Van Nguyen*1 citation*
1256. **[A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ↗](https://aclanthology.org/2025.findings-acl.887/)**Jiaxin Shen, Jinan Xu, Huiqi Hu et al.*1 citation*
1257. **[A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information ↗](https://aclanthology.org/2025.findings-acl.966/)**Lucky Susanto, Musa Izzanardi Wijanarko, Prasetia Anugrah Pratama et al.*1 citation*
1258. **[A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ↗](https://aclanthology.org/2025.findings-acl.420/)**Jian Gu, Aldeida Aleti, Chunyang Chen et al.*1 citation*
1259. **[A Survey of Cognitive Distortion Detection and Classification in NLP ↗](https://aclanthology.org/2025.findings-emnlp.804/)**Archie Sage, Jeroen Keppens, Helen Yannakoudakis*1 citation*
1260. **[A Survey of Multilingual Reasoning in Language Models ↗](https://aclanthology.org/2025.findings-emnlp.474/)**Akash Ghosh, Debayan Datta, Sriparna Saha et al.*1 citation*
1261. **[A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.933/)**Shuliang Liu, Hongyi Liu, Aiwei Liu et al.*1 citation*
1262. **[A Survey on Training-free Alignment of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.238/)**Birong Pan, Yongqi Li, Weiyu Zhang et al.*1 citation*
1263. **[A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies ↗](https://aclanthology.org/2025.findings-emnlp.1170/)**Zhaxi Zerong, Chenxi Li, Xinyi Liu et al.*1 citation*
1264. **[A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ↗](https://aclanthology.org/2025.findings-acl.648/)**Yang Zhong, Diane Litman*1 citation*
1265. **[A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ↗](https://aclanthology.org/2025.findings-acl.167/)**Yanzhen Shen, Yu Zhang, Yunyi Zhang et al.*1 citation*
1266. **[A rebuttal of two common deflationary stances against LLM cognition ↗](https://aclanthology.org/2025.findings-acl.1242/)**Zak Hussain, Rui Mata, Dirk U. Wulff*1 citation*
1267. **[ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding ↗](https://aclanthology.org/2025.findings-ijcnlp.102/)**Tuan-Dung Le, Shohreh Haddadan, Thanh Q. Thieu*1 citation*
1268. **[ACEBench: A Comprehensive Evaluation of LLM Tool Usage ↗](https://aclanthology.org/2025.findings-emnlp.697/)**Chen Chen, Xinlong Hao, Weiwen Liu et al.*1 citation*
1269. **[AELC: Adaptive Entity Linking with LLM-Driven Contextualization ↗](https://aclanthology.org/2025.findings-emnlp.231/)**Fang Wang, Zhengwei Tao, Ming Wang et al.*1 citation*
1270. **[AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference ↗](https://aclanthology.org/2025.findings-acl.776/)**Janghwan Lee, Jiwoong Park, Jinseok Kim et al.*1 citation*
1271. **[ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification ↗](https://aclanthology.org/2025.findings-naacl.359/)**Yaswanth M, Vaibhav Singh, Ayush Maheshwari et al.*1 citation*
1272. **[ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems ↗](https://aclanthology.org/2025.findings-acl.857/)**Yajie Vera He, Mohita Chowdhury, Jared Joselowitz et al.*1 citation*
1273. **[ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ↗](https://aclanthology.org/2025.findings-acl.22/)**Yikuan Hu, Chen Huang, Wenqiang Lei*1 citation*
1274. **[AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ↗](https://aclanthology.org/2025.findings-acl.865/)**Zhibin Lan, Liqiang Niu, Fandong Meng et al.*1 citation*
1275. **[Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ↗](https://aclanthology.org/2025.findings-acl.1384/)**Jie Ou, Jinyu Guo, Shuaihong Jiang et al.*1 citation*
1276. **[Achieving binary weight and activation for LLMs using Post-Training Quantization ↗](https://aclanthology.org/2025.findings-acl.459/)**Siqing Song, Chuang Wang, Rui-Qi Wang et al.*1 citation*
1277. **[Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis ↗](https://aclanthology.org/2025.findings-acl.1052/)**Wenbo Zhang, Yuhan Wang*1 citation*
1278. **[AdParaphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset ↗](https://aclanthology.org/2025.findings-acl.788/)**Soichiro Murakami, Peinan Zhang, Hidetaka Kamigaito et al.*1 citation*
1279. **[AdaptFlow: Adaptive Workflow Optimization via Meta-Learning ↗](https://aclanthology.org/2025.findings-emnlp.175/)**Runchuan Zhu, Bowen Jiang, Lingrui Mei et al.*1 citation*
1280. **[Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ↗](https://aclanthology.org/2025.findings-acl.357/)**Yubai Wei, Jiale Han, Yi Yang*1 citation*
1281. **[Adapting LLM Agents with Universal Communication Feedback ↗](https://aclanthology.org/2025.findings-naacl.339/)**Kuan Wang, Yadong Lu, Michael Santacroce et al.*1 citation*
1282. **[Adapting Large Language Models for Character-based Augmentative and Alternative Communication ↗](https://aclanthology.org/2025.findings-emnlp.826/)**Dylan Gaines, Keith Vertanen*1 citation*
1283. **[Advancing Persian LLM Evaluation ↗](https://aclanthology.org/2025.findings-naacl.147/)**Sara Bourbour Hosseinbeigi, Behnam Rohani, Mostafa Masoudi et al.*1 citation*
1284. **[AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text ↗](https://aclanthology.org/2025.findings-emnlp.842/)**Tadesse Destaw Belay, Israel Abebe Azime, Ibrahim Said Ahmad et al.*1 citation*
1285. **[AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Editing ↗](https://aclanthology.org/2025.findings-emnlp.1328/)**Khiem Le, Ting Hua, Nitesh V. Chawla*1 citation*
1286. **[AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant ↗](https://aclanthology.org/2025.findings-acl.466/)**Chengyou Jia, Minnan Luo, Zhuohang Dang et al.*1 citation*
1287. **[Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ↗](https://aclanthology.org/2025.findings-acl.510/)**David Sasu, Zehui Wu, Ziwei Gong et al.*1 citation*
1288. **[Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA ↗](https://aclanthology.org/2025.findings-emnlp.467/)**Qingyun Jin, Xiaohui Song, Feng Zhou et al.*1 citation*
1289. **[Aligning Black-box Language Models with Human Judgments ↗](https://aclanthology.org/2025.findings-naacl.376/)**Gerrit J.J. Van Den Burg, Gen Suzuki, Wei Liu et al.*1 citation*
1290. **[All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ↗](https://aclanthology.org/2025.findings-acl.588/)**Jia Hao, Chunhong Zhang, Jiarun Liu et al.*1 citation*
1291. **[All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark ↗](https://aclanthology.org/2025.findings-emnlp.1091/)**Davide Testa, Giovanni Bonetta, Raffaella Bernardi et al.*1 citation*
1292. **[Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ↗](https://aclanthology.org/2025.findings-acl.103/)**Jiahao Li, Zhendong Mao, Quan Wang*1 citation*
1293. **[An Empirical Study of Position Bias in Modern Information Retrieval ↗](https://aclanthology.org/2025.findings-emnlp.271/)**Ziyang Zeng, Dun Zhang, Jiacheng Li et al.*1 citation*
1294. **[Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior ↗](https://aclanthology.org/2025.findings-emnlp.955/)**Manuel Couto, Marcos Fernández-Pichel, Mario Ezra Aragon et al.*1 citation*
1295. **[AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ↗](https://aclanthology.org/2025.findings-acl.1192/)**Ming Wang, Peidong Wang, Lin Wu et al.*1 citation*
1296. **[Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ↗](https://aclanthology.org/2025.findings-acl.243/)**Bhaktipriya Radharapu, Manon Revel, Megan Ung et al.*1 citation*
1297. **[Are Dialects Better Prompters? A Case Study on Arabic Subjective Text Classification ↗](https://aclanthology.org/2025.findings-acl.892/)**Leila Moudjari, Farah Benamara*1 citation*
1298. **[Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs ↗](https://aclanthology.org/2025.findings-emnlp.603/)**Manon Reusens, Bart Baesens, David Jurgens*1 citation*
1299. **[Are LLMs Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model's Empathy ↗](https://aclanthology.org/2025.findings-emnlp.1358/)**Ananya Malik, Nazanin Sabri, Melissa M. Karnaze et al.*1 citation*
1300. **[Are the Reasoning Models Good at Automated Essay Scoring? ↗](https://aclanthology.org/2025.findings-emnlp.445/)**Lui Yoshida*1 citation*

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