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

3,414 papers · page 24 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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2301. **[Curr-ReFT: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning ↗](https://aclanthology.org/2025.findings-emnlp.643/)**Huilin Deng, Ding Zou, Xinghao Zhao et al.
2302. **[Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution ↗](https://aclanthology.org/2025.findings-emnlp.1293/)**Yao Tong, Weijun Li, Xuanli He et al.
2303. **[DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ↗](https://aclanthology.org/2025.findings-acl.779/)**Cho Hyeonsu, Dooyoung Kim, Youngjoong Ko
2304. **[DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.16/)**Xinyi Wang, Yiping Song, Chang Liu et al.
2305. **[DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization ↗](https://aclanthology.org/2025.findings-emnlp.136/)**Chengyu Huang, Tanya Goyal
2306. **[DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ↗](https://aclanthology.org/2025.findings-acl.1375/)**Kyochul Jang, Donghyeon Lee, Kyusik Kim et al.
2307. **[DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models ↗](https://aclanthology.org/2025.findings-acl.1223/)**Ben Ganon, Alon Zolfi, Omer Hofman et al.
2308. **[DIPLomA: Efficient Adaptation of Instructed LLMs to Low-Resource Languages via Post-Training Delta Merging ↗](https://aclanthology.org/2025.findings-emnlp.1355/)**Ixak Sarasua, Ander Corral, Xabier Saralegi
2309. **[DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data ↗](https://aclanthology.org/2025.findings-emnlp.74/)**Yuhang Zhou, Jing Zhu, Shengyi Qian et al.
2310. **[DM-Codec: Distilling Multimodal Representations for Speech Tokenization ↗](https://aclanthology.org/2025.findings-emnlp.1394/)**Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin et al.
2311. **[DOLFIN - Document-Level Financial Test-Set for Machine Translation ↗](https://aclanthology.org/2025.findings-naacl.307/)**Mariam Nakhle, Marco Dinarelli, Raheel Qader et al.
2312. **[DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment ↗](https://aclanthology.org/2025.findings-emnlp.1237/)**Rongzhi Zhang, Chenwei Zhang, Xinyang Zhang et al.
2313. **[DOVE: A Large-Scale Multi-Dimensional Predictions Dataset Towards Meaningful LLM Evaluation ↗](https://aclanthology.org/2025.findings-acl.611/)**Eliya Habba, Ofir Arviv, Itay Itzhak et al.
2314. **[DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment ↗](https://aclanthology.org/2025.findings-emnlp.693/)**Wei Huang, Anda Cheng, Zhao Zhang et al.
2315. **[DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ↗](https://aclanthology.org/2025.findings-acl.831/)**Zhonghao Sun, Zhiliang Tian, Yiping Song et al.
2316. **[DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ↗](https://aclanthology.org/2025.findings-acl.1143/)**Amitava Das, Suranjana Trivedy, Danush Khanna et al.
2317. **[DRBO: Mitigating the Bottleneck Effect via Dynamic Reward Balancing in Multi-reward LLM Optimization ↗](https://aclanthology.org/2025.findings-emnlp.468/)**Nuo Chen, Yufei Gao, Yongnan Jin et al.
2318. **[DRS: Deep Question Reformulation With Structured Output ↗](https://aclanthology.org/2025.findings-acl.666/)**Zhecheng Li, Yiwei Wang, Bryan Hooi et al.
2319. **[DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings ↗](https://aclanthology.org/2025.findings-emnlp.262/)**Bofan Wei, Hongyuan Xu, Yuhang Niu et al.
2320. **[DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression ↗](https://aclanthology.org/2025.findings-emnlp.699/)**Wei Huang, Huang Wei, Yinggui Wang
2321. **[Dagger Behind Smile: Fool LLMs with a Happy Ending Story ↗](https://aclanthology.org/2025.findings-emnlp.63/)**Xurui Song, Zhixin Xie, Shuo Huai et al.
2322. **[Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data ↗](https://aclanthology.org/2025.findings-emnlp.1177/)**Kurt Micallef, Nizar Habash, Claudia Borg
2323. **[Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.589/)**Essa Jan, Moiz Ali, Muhammad Saram Hassan et al.
2324. **[Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling ↗](https://aclanthology.org/2025.findings-acl.71/)**Maximillian Chen, Ruoxi Sun, Sercan O Arik
2325. **[David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.225/)**Chenghao Liu, Qian Liu, Ziqin Zhu et al.
2326. **[DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer ↗](https://aclanthology.org/2025.findings-emnlp.100/)**Sona Elza Simon, Preethi Jyothi
2327. **[DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback ↗](https://aclanthology.org/2025.findings-emnlp.757/)**Yuhan Liu, Cong Xu, Lu Liu et al.
2328. **[DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction ↗](https://aclanthology.org/2025.findings-acl.786/)**Solee Im, Wonjun Lee, JinMyeong An et al.
2329. **[Debating for Better Reasoning in Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.853/)**Ashutosh Adhikari, Mirella Lapata
2330. **[Debiasing Online Preference Learning via Preference Feature Preservation ↗](https://aclanthology.org/2025.findings-acl.1034/)**Dongyoung Kim, Jinsung Yoon, Jinwoo Shin et al.
2331. **[Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering ↗](https://aclanthology.org/2025.findings-ijcnlp.104/)**Christos Nikolaos Zacharopoulos, Revekka Kyriakoglou
2332. **[Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.38/)**Ercong Nie, Shuzhou Yuan, Bolei Ma et al.
2333. **[Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs ↗](https://aclanthology.org/2025.findings-emnlp.1142/)**Chenkun Tan, Pengyu Wang, Shaojun Zhou et al.
2334. **[Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models ↗](https://aclanthology.org/2025.findings-acl.719/)**Lishuai Hou, Zixiong Wang, Gaoyang Liu et al.
2335. **[Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness ↗](https://aclanthology.org/2025.findings-emnlp.745/)**Lotem Peled-Cohen, Maya Zadok, Nitay Calderon et al.
2336. **[Demystifying Multilingual Reasoning in Process Reward Modeling ↗](https://aclanthology.org/2025.findings-emnlp.519/)**Weixuan Wang, Minghao Wu, Barry Haddow et al.
2337. **[Demystifying the Power of Large Language Models in Graph Generation ↗](https://aclanthology.org/2025.findings-naacl.456/)**Yu Wang, Ryan A. Rossi, Namyong Park et al.
2338. **[DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding ↗](https://aclanthology.org/2025.findings-emnlp.553/)**Zhu Wang, Homaira Huda Shomee, Sathya N. Ravi et al.
2339. **[Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework ↗](https://aclanthology.org/2025.findings-emnlp.270/)**Haoyu Ma, Qinliang Su, Minhua Huang et al.
2340. **[Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.178/)**Jinwen Chen, Hainan Zhang, Fei Sun et al.
2341. **[DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking ↗](https://aclanthology.org/2025.findings-naacl.356/)**Hoang Anh Just, Mahavir Dabas, Lifu Huang et al.
2342. **[DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ↗](https://aclanthology.org/2025.findings-acl.1313/)**Weijieying Ren, Tianxiang Zhao, Lei Wang et al.
2343. **[Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization ↗](https://aclanthology.org/2025.findings-emnlp.374/)**Guangliang Liu, Zimo Qi, Xitong Zhang et al.
2344. **[Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience ↗](https://aclanthology.org/2025.findings-ijcnlp.82/)**Aitaro Yamamoto, Hiroki Ouchi, Kota Tsubouchi et al.
2345. **[Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph ↗](https://aclanthology.org/2025.findings-emnlp.1097/)**Minghang Liu, Yinghan Shen, Zihe Huang et al.
2346. **[Dis2Dis: Explaining Ambiguity in Fact-Checking ↗](https://aclanthology.org/2025.findings-naacl.14/)**Ieva Staliunaite, Andreas Vlachos
2347. **[DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression ↗](https://aclanthology.org/2025.findings-naacl.58/)**Quancai Liu, Haihui Fan, Jinchao Zhang et al.
2348. **[DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management ↗](https://aclanthology.org/2025.findings-emnlp.97/)**Kai Yin, Xiangjue Dong, Chengkai Liu et al.
2349. **[Discourse Heuristics For Paradoxically Moral Self-Correction ↗](https://aclanthology.org/2025.findings-emnlp.375/)**Guangliang Liu, Zimo Qi, Xitong Zhang et al.
2350. **[Discrete Minds in a Continuous World: Do Language Models Know Time Passes? ↗](https://aclanthology.org/2025.findings-emnlp.1016/)**Minghan Wang, Ye Bai, Thuy-Trang Vu et al.
2351. **[Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting ↗](https://aclanthology.org/2025.findings-emnlp.652/)**Khanh-Tung Tran, Nguyet-Hang Vu, Barry O'Sullivan et al.
2352. **[Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ↗](https://aclanthology.org/2025.findings-acl.1078/)**Ziang Ye, Zhenru Zhang, Yang Zhang et al.
2353. **[Dissecting Persona-Driven Reasoning in Language Models via Activation Patching ↗](https://aclanthology.org/2025.findings-emnlp.1335/)**Ansh Poonia, Maeghal Jain
2354. **[Distilling Many-Shot In-Context Learning into a Cheat Sheet ↗](https://aclanthology.org/2025.findings-emnlp.930/)**Ukyo Honda, Soichiro Murakami, Peinan Zhang
2355. **[Distinguishing fair from unfair compositional generalization tasks ↗](https://aclanthology.org/2025.findings-emnlp.1133/)**Ahmad Jabbar, Cleo Condoravdi, Christopher Potts
2356. **[Distributed LLM Serving on Consumer-Grade GPUs by Reconciling Computation and Communication ↗](https://aclanthology.org/2025.findings-emnlp.957/)**Lewei Jin, Kui Zhang, Yongqi Chen et al.
2357. **[Distributional Surgery for Language Model Activations ↗](https://aclanthology.org/2025.findings-emnlp.435/)**Bao Nguyen, Binh Nguyen, Duy Nguyen et al.
2358. **[DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes ↗](https://aclanthology.org/2025.findings-emnlp.513/)**Zhaowei Wang, Hongming Zhang, Tianqing Fang et al.
2359. **[Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning ↗](https://aclanthology.org/2025.findings-ijcnlp.6/)**Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2360. **[Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.1377/)**Bohan Yao, Vikas Yadav
2361. **[Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents ↗](https://aclanthology.org/2025.findings-emnlp.1034/)**Jiale Liu, Yifan Zeng, Shaokun Zhang et al.
2362. **[Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.936/)**Weihang Wang, Xinhao Li, Ziyue Wang et al.
2363. **[Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation ↗](https://aclanthology.org/2025.findings-emnlp.1342/)**Wei-Hsiang Lin, Sheng-Lun Wei, Hen-Hsen Huang et al.
2364. **[Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.548/)**Jian Jornbowrl Wang, Xiaofei Xie, Qiang Hu et al.
2365. **[Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks ↗](https://aclanthology.org/2025.findings-acl.1250/)**Yanran Chen, Steffen Eger
2366. **[Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs ↗](https://aclanthology.org/2025.findings-emnlp.1178/)**Yang Liu, Chenhui Chu
2367. **[Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs ↗](https://aclanthology.org/2025.findings-emnlp.1081/)**Zhikai Ding, Shiyu Ni, Keping Bi
2368. **[Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ↗](https://aclanthology.org/2025.findings-acl.136/)**Xiaoyang Hu, Richard Lewis
2369. **[Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ↗](https://aclanthology.org/2025.findings-acl.806/)**Jaewook Lee, Woojin Lee, Oh-Woog Kwon et al.
2370. **[Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs ↗](https://aclanthology.org/2025.findings-naacl.41/)**Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates et al.
2371. **[Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination ↗](https://aclanthology.org/2025.findings-acl.60/)**Jerry Huang, Prasanna Parthasarathi, Mehdi Rezagholizadeh et al.
2372. **[Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing ↗](https://aclanthology.org/2025.findings-emnlp.1263/)**Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi et al.
2373. **[Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings ↗](https://aclanthology.org/2025.findings-emnlp.717/)**Nathan Inkiriwang, Necva Bölücü, Garth Tarr et al.
2374. **[Do What? Teaching Vision-Language-Action Models to Reject the Impossible ↗](https://aclanthology.org/2025.findings-emnlp.635/)**Wen-Han Hsieh, Elvis Hsieh, Dantong Niu et al.
2375. **[DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation ↗](https://aclanthology.org/2025.findings-acl.771/)**Xinglin Lyu, Wei Tang, Yuang Li et al.
2376. **[DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering ↗](https://aclanthology.org/2025.findings-emnlp.187/)**Jinxu Zhang, Qiyuan Fan, Yu Zhang
2377. **[DocMEdit: Towards Document-Level Model Editing ↗](https://aclanthology.org/2025.findings-acl.1012/)**Li Zeng, Zeming Liu, Chong Feng et al.
2378. **[Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ↗](https://aclanthology.org/2025.findings-acl.1119/)**Hoyun Song, Huije Lee, Jisu Shin et al.
2379. **[Domain Regeneration: How well do LLMs match syntactic properties of text domains? ↗](https://aclanthology.org/2025.findings-acl.120/)**Da Ju, Hagen Blix, Adina Williams
2380. **[Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ↗](https://aclanthology.org/2025.findings-acl.98/)**Markus Frohmann, Gabriel Meseguer-Brocal, Markus Schedl et al.
2381. **[DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning ↗](https://aclanthology.org/2025.findings-ijcnlp.42/)**Arie Cattan, Alon Jacovi, Alex Fabrikant et al.
2382. **[DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.848/)**Fenglin Liu, Zheng Li, Hongjian Zhou et al.
2383. **[Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling ↗](https://aclanthology.org/2025.findings-emnlp.256/)**Yue Zhao, Xiaoyu Wang, Dan Wang et al.
2384. **[Drift: Decoding-time Personalized Alignments with Implicit User Preferences ↗](https://aclanthology.org/2025.findings-emnlp.324/)**Minbeom Kim, Kang-il Lee, Seongho Joo et al.
2385. **[Drop Dropout on Single Epoch Language Model Pretraining ↗](https://aclanthology.org/2025.findings-acl.111/)**Houjun Liu, John Bauer, Christopher D Manning
2386. **[Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing ↗](https://aclanthology.org/2025.findings-emnlp.524/)**Jeongsoo Choi, Jaehun Kim, Joon Son Chung
2387. **[DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition ↗](https://aclanthology.org/2025.findings-naacl.137/)**Qi Zhang, Huitong Pan, Zhijia Chen et al.
2388. **[DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ↗](https://aclanthology.org/2025.findings-acl.1380/)**Qian Lin, Junyi Li, Hwee Tou Ng
2389. **[Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.269/)**Yanwen Huang, Yong Zhang, Ning Cheng et al.
2390. **[Dynamic Evaluation for Oversensitivity in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.126/)**Sophia Xiao Pu, Sitao Cheng, Xin Eric Wang et al.
2391. **[Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model ↗](https://aclanthology.org/2025.findings-acl.564/)**Cong Gao, Bo Zhang, Linkang Yang et al.
2392. **[Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ↗](https://aclanthology.org/2025.findings-acl.172/)**Zihao Wu, YongXiang Hua, Yongxin Zhu et al.
2393. **[Dynamic Steering With Episodic Memory For Large Language Models ↗](https://aclanthology.org/2025.findings-acl.706/)**Van Dai Do, Quan Hung Tran, Svetha Venkatesh et al.
2394. **[EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms ↗](https://aclanthology.org/2025.findings-ijcnlp.90/)**Abeer Aldayel, Areej Alokaili
2395. **[EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ↗](https://aclanthology.org/2025.findings-acl.886/)**Yifei Chen, Ruihui Hou, Jingping Liu et al.
2396. **[ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts ↗](https://aclanthology.org/2025.findings-ijcnlp.81/)**Cheng Zhang, Rajasekhar Kakarla, Kangda Wei et al.
2397. **[ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models ↗](https://aclanthology.org/2025.findings-acl.546/)**Xiaofan Bai, Pingyi Hu, Xiaojing Ma et al.
2398. **[ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction ↗](https://aclanthology.org/2025.findings-emnlp.961/)**Xin Li, Huangming Xu, Fu Zhang et al.
2399. **[EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data ↗](https://aclanthology.org/2025.findings-ijcnlp.108/)**Harsh Kohli, Helian Feng, Lenon Minorics et al.
2400. **[EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion ↗](https://aclanthology.org/2025.findings-emnlp.1077/)**Advait Joglekar, Divyanshu Singh, Rooshil Rohit Bhatia et al.

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