year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
Yicheng Lang; Kehan Guo; Yue Huang; Yujun Zhou; Haomin Zhuang; Tianyu Yang; Yao Su; Xiangliang Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1102/
acl2025.csv
2,025
ACL
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
Zihan Xu; Haotian Ma; Yihao Ding; Gongbo Zhang; Chunhua Weng; Yifan Peng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1103/
acl2025.csv
2,025
ACL
How do Transformer Embeddings Represent Compositions? A Functional Analysis
Aishik Nagar; Ishaan Singh Rawal; Mansi Dhanania; Cheston Tan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1104/
acl2025.csv
2,025
ACL
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems
Yucheng Cai; Ke Li; Yi Huang; Junlan Feng; Zhijian Ou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1105/
acl2025.csv
2,025
ACL
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection
Shanshan Liu; Menglong Lu; Zhen Huang; Zejiang He; Liu Liu; Zhigang Sun; Dongsheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1106/
acl2025.csv
2,025
ACL
PEToolLLM: Towards Personalized Tool Learning in Large Language Models
Qiancheng Xu; Yongqi Li; Heming Xia; Fan Liu; Min Yang; Wenjie Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1107/
acl2025.csv
2,025
ACL
A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment
Quanwei Tang; Sophia Yat Mei Lee; Junshuang Wu; Dong Zhang; Shoushan Li; Erik Cambria; Guodong Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1108/
acl2025.csv
2,025
ACL
A MISMATCHED Benchmark for Scientific Natural Language Inference
Firoz Shaik; Mobashir Sadat; Nikita Gautam; Doina Caragea; Cornelia Caragea
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1109/
acl2025.csv
2,025
ACL
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks
Zhou Chen; Zhiqiang Wei; Yuqi Bai; Xue Xiong; Jianmin Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1110/
acl2025.csv
2,025
ACL
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction
Yihuai Hong; Meng Cao; Dian Zhou; Lei Yu; Zhijing Jin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1111/
acl2025.csv
2,025
ACL
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification
xu Zhao Pan; Pengfei Zhou; Jiaxin Ai; Wangbo Zhao; Kai Wang; Xiaojiang Peng; Wenqi Shao; Hongxun Yao; Kaipeng Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1112/
acl2025.csv
2,025
ACL
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
Tianqi Xu; Linyao Chen; Dai-Jie Wu; Yanjun Chen; Zecheng Zhang; Xiang Yao; Zhiqiang Xie; Yongchao Chen; Shilong Liu; Bochen Qian; Anjie Yang; Zhaoxuan Jin; Jianbo Deng; Philip Torr; Bernard Ghanem; Guohao Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1113/
acl2025.csv
2,025
ACL
Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models
Wenqing Wang; Mingqi Gao; Xinyu Hu; Xiaojun Wan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1114/
acl2025.csv
2,025
ACL
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment
Binghui Li; Minghui Zou; Xiaowang Zhang; Shizhan Chen; Zhiyong Feng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1115/
acl2025.csv
2,025
ACL
CARE-STaR: Constraint-aware Self-taught Reasoner
Zhiliang Li; Bo Tang; Yijun Niu; Beihong Jin; Qiwen Shi; Yuchen Feng; Zhiyu Li; Jie Hu; Mingchuan Yang; Feiyu Xiong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1116/
acl2025.csv
2,025
ACL
Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs
William Sheffield; Kanishka Misra; Valentina Pyatkin; Ashwini Deo; Kyle Mahowald; Junyi Jessy Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1117/
acl2025.csv
2,025
ACL
War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models
Yibin Chen; Jinyi Liu; Yan Zheng; Yifu Yuan; Jianye Hao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1118/
acl2025.csv
2,025
ACL
Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation
Hoyun Song; Huije Lee; Jisu Shin; Sukmin Cho; Changgeon Ko; Jong C. Park
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1119/
acl2025.csv
2,025
ACL
Rethinking Table Instruction Tuning
Naihao Deng; Rada Mihalcea
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1120/
acl2025.csv
2,025
ACL
CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation
Naihao Deng; Kapotaksha Das; Rada Mihalcea; Vitaliy Popov; Mohamed Abouelenien
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1121/
acl2025.csv
2,025
ACL
Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba)
Ruiqi He; Yushu He; Longju Bai; Jiarui Liu; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1122/
acl2025.csv
2,025
ACL
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models
Raymond Li; Chuyuan Li; Gabriel Murray; Giuseppe Carenini
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1123/
acl2025.csv
2,025
ACL
Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data
Ann-Sophie Gnehm; Simon Clematide
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1124/
acl2025.csv
2,025
ACL
Brevity is the soul of sustainability: Characterizing LLM response lengths
Soham Poddar; Paramita Koley; Janardan Misra; Niloy Ganguly; Saptarshi Ghosh
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1125/
acl2025.csv
2,025
ACL
Adversarial Preference Learning for Robust LLM Alignment
Yuanfu Wang; Pengyu Wang; Chenyang Xi; Bo Tang; Junyi Zhu; Wenqiang Wei; Chen Chen; Chao Yang; Jingfeng Zhang; Chaochao Lu; Yijun Niu; Keming Mao; Zhiyu Li; Feiyu Xiong; Jie Hu; Mingchuan Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1126/
acl2025.csv
2,025
ACL
gMBA: Expression Semantic Guided Mixed Boolean-Arithmetic Deobfuscation Using Transformer Architectures
Youjeong Roh; Joon-Young Paik; Jingun Kwon; Eun-Sun Cho
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1127/
acl2025.csv
2,025
ACL
READoc: A Unified Benchmark for Realistic Document Structured Extraction
Zichao Li; Aizier Abulaiti; Yaojie Lu; Xuanang Chen; Jia Zheng; Hongyu Lin; Xianpei Han; Shanshan Jiang; Bin Dong; Le Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1128/
acl2025.csv
2,025
ACL
TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating
Han Ren; Minna Peng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1129/
acl2025.csv
2,025
ACL
Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
Hao Feng; Shu Wei; Xiang Fei; Wei Shi; Yingdong Han; Lei Liao; Jinghui Lu; Binghong Wu; Qi Liu; Chunhui Lin; Jingqun Tang; Hao Liu; Can Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1130/
acl2025.csv
2,025
ACL
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis
Yilun Zheng; Sha Li; Fangkun Wu; Yang Ziyi; Lin Hongchao; Zhichao Hu; Cai Xinjun; Ziming Wang; Jinxuan Chen; Sitao Luan; Jiahao Xu; Lihui Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1131/
acl2025.csv
2,025
ACL
P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs
Dongjun Jang; Youngchae Ahn; Hyopil Shin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1132/
acl2025.csv
2,025
ACL
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation
Wenhao Hu; Jinhao Duan; Chunchen Wei; Li Zhang; Yue Zhang; Kaidi Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1133/
acl2025.csv
2,025
ACL
Small Encoders Can Rival Large Decoders in Detecting Groundedness
Istabrak Abbes; Gabriele Prato; Quentin Fournier; Fernando Rodriguez; Alaa Boukhary; Adam Elwood; Sarath Chandar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1134/
acl2025.csv
2,025
ACL
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding
Ahmed Heakl; Muhammad Abdullah Sohail; Mukul Ranjan; Rania Elbadry; Ghazi Shazan Ahmad; Mohamed El-Geish; Omar Maher; Zhiqiang Shen; Fahad Shahbaz Khan; Salman Khan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1135/
acl2025.csv
2,025
ACL
Robustness and Confounders in the Demographic Alignment of LLMs with Human Perceptions of Offensiveness
Shayan Alipour; Indira Sen; Mattia Samory; Tanu Mitra
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1136/
acl2025.csv
2,025
ACL
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic
Nathaniel Romney Robinson; Shahd Abdelmoneim; Kelly Marchisio; Sebastian Ruder
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1137/
acl2025.csv
2,025
ACL
Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked?
Seok Hwan Song; Mohna Chakraborty; Qi Li; Wallapak Tavanapong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1138/
acl2025.csv
2,025
ACL
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs
Arijit Nag; Animesh Mukherjee; Niloy Ganguly; Soumen Chakrabarti
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1139/
acl2025.csv
2,025
ACL
Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey
Wendi Cui; Jiaxin Zhang; Zhuohang Li; Hao Sun; Damien Lopez; Kamalika Das; Bradley A. Malin; Sricharan Kumar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1140/
acl2025.csv
2,025
ACL
CONSENSAGENT: Towards Efficient and Effective Consensus in Multi-Agent LLM Interactions Through Sycophancy Mitigation
Priya Pitre; Naren Ramakrishnan; Xuan Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1141/
acl2025.csv
2,025
ACL
The Structural Safety Generalization Problem
Julius Broomfield; Tom Gibbs; George Ingebretsen; Ethan Kosak-Hine; Tia Nasir; Jason Zhang; Reihaneh Iranmanesh; Sara Pieri; Reihaneh Rabbany; Kellin Pelrine
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1142/
acl2025.csv
2,025
ACL
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
Amitava Das; Suranjana Trivedy; Danush Khanna; Yaswanth Narsupalli; Basab Ghosh; Rajarshi Roy; Gurpreet Singh; Vinija Jain; Vasu Sharma; Aishwarya Naresh Reganti; Aman Chadha
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1143/
acl2025.csv
2,025
ACL
Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems
Neil Fasching; Yphtach Lelkes
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1144/
acl2025.csv
2,025
ACL
Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification
Subhendu Khatuya; Shashwat Naidu; Saptarshi Ghosh; Pawan Goyal; Niloy Ganguly
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1145/
acl2025.csv
2,025
ACL
Unsupervised Morphological Tree Tokenizer
Qingyang Zhu; Xiang Hu; Pengyu Ji; Wei Wu; Kewei Tu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1146/
acl2025.csv
2,025
ACL
CausalLink: An Interactive Evaluation Framework for Causal Reasoning
Jinyue Feng; Frank Rudzicz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1147/
acl2025.csv
2,025
ACL
Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST)
Jiarui Liu; Iman Ouzzani; Wenkai Li; Lechen Zhang; Tianyue Ou; Houda Bouamor; Zhijing Jin; Mona T. Diab
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1148/
acl2025.csv
2,025
ACL
A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents
Bin Wu; Edgar Meij; Emine Yilmaz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1149/
acl2025.csv
2,025
ACL
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits
Jabez Magomere; Emanuele La Malfa; Manuel Tonneau; Ashkan Kazemi; Scott A. Hale
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1150/
acl2025.csv
2,025
ACL
Splintering Nonconcatenative Languages for Better Tokenization
Bar Gazit; Shaltiel Shmidman; Avi Shmidman; Yuval Pinter
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1151/
acl2025.csv
2,025
ACL
Aria-UI: Visual Grounding for GUI Instructions
Yuhao Yang; Yue Wang; Dongxu Li; Ziyang Luo; Bei Chen; Chao Huang; Junnan Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1152/
acl2025.csv
2,025
ACL
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing
Neemesh Yadav; Jiarui Liu; Francesco Ortu; Roya Ensafi; Zhijing Jin; Rada Mihalcea
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1153/
acl2025.csv
2,025
ACL
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
Stefan Vasilev; Christian Herold; Baohao Liao; Seyyed Hadi Hashemi; Shahram Khadivi; Christof Monz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1154/
acl2025.csv
2,025
ACL
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding
Tuo Zhang; Tiantian Feng; Yibin Ni; Mengqin Cao; Ruying Liu; Kiana Avestimehr; Katharine Butler; Yanjun Weng; Mi Zhang; Shrikanth Narayanan; Salman Avestimehr
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1155/
acl2025.csv
2,025
ACL
FastDraft: How to Train Your Draft
Ofir Zafrir; Igor Margulis; Dorin Shteyman; Shira Guskin; Guy Boudoukh
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1156/
acl2025.csv
2,025
ACL
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale
Shester Gueuwou; Xiaodan Du; Greg Shakhnarovich; Karen Livescu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1157/
acl2025.csv
2,025
ACL
GUI Agents: A Survey
Dang Nguyen; Jian Chen; Yu Wang; Gang Wu; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia; Xintong Li; Jing Shi; Hongjie Chen; Viet Dac Lai; Zhouhang Xie; Sungchul Kim; Ruiyi Zhang; Tong Yu; Mehrab Tanjim; Nesreen K. Ahmed; Puneet Mathur; Seunghyun Yoon; Lina Yao; Branislav Kveton; Jihyung Kil; Th...
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1158/
acl2025.csv
2,025
ACL
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
Asma Ben Abacha; Wen-wai Yim; Yujuan Fu; Zhaoyi Sun; Meliha Yetisgen; Fei Xia; Thomas Lin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1159/
acl2025.csv
2,025
ACL
Understanding the Influence of Synthetic Data for Text Embedders
Jacob Mitchell Springer; Vaibhav Adlakha; Siva Reddy; Aditi Raghunathan; Marius Mosbach
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1160/
acl2025.csv
2,025
ACL
Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models
Anar Yeginbergen; Maite Oronoz; Rodrigo Agerri
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1161/
acl2025.csv
2,025
ACL
Tell, Don’t Show: Leveraging Language Models’ Abstractive Retellings to Model Literary Themes
Li Lucy; Camilla Griffiths; Sarah Levine; Jennifer L Eberhardt; Dorottya Demszky; David Bamman
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1162/
acl2025.csv
2,025
ACL
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle
EunJeong Hwang; Peter West; Vered Shwartz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1163/
acl2025.csv
2,025
ACL
Financial Language Model Evaluation (FLaME)
Glenn Matlin; Mika Okamoto; Huzaifa Pardawala; Yang Yang; Sudheer Chava
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1164/
acl2025.csv
2,025
ACL
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation
Nengbo Wang; Xiaotian Han; Jagdip Singh; Jing Ma; Vipin Chaudhary
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1165/
acl2025.csv
2,025
ACL
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
Tharindu Kumarage; Ninareh Mehrabi; Anil Ramakrishna; Xinyan Zhao; Richard Zemel; Kai-Wei Chang; Aram Galstyan; Rahul Gupta; Charith Peris
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1166/
acl2025.csv
2,025
ACL
Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs
Puxuan Yu; Daniel Cohen; Hemank Lamba; Joel R. Tetreault; Alejandro Jaimes
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1167/
acl2025.csv
2,025
ACL
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
Miguel Romero Calvo; Shuoyang Ding; Corey D Barrett; Georgiana Dinu; George Karypis
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1168/
acl2025.csv
2,025
ACL
Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds
Yanfang Zhou; Yuntao Liu; Xiaodong Li; Yongqiang Zhao; Xintong Wang; Jinlong Tian; Zhenyu Li; Xinhai Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1169/
acl2025.csv
2,025
ACL
Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation Comparison
George-Kirollos Saad; Scott Sanner
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1170/
acl2025.csv
2,025
ACL
Inductive Linguistic Reasoning with Large Language Models
Raghav Ramji; Keshav Ramji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1171/
acl2025.csv
2,025
ACL
Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions
Pengfei Hong; Navonil Majumder; Deepanway Ghosal; Somak Aditya; Rada Mihalcea; Soujanya Poria
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1172/
acl2025.csv
2,025
ACL
Exploiting Phonetics and Glyph Representation at Radical-level for Classical Chinese Understanding
Junyi Xiang; Maofu Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1173/
acl2025.csv
2,025
ACL
Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training
Toan Tran; Ruixuan Liu; Li Xiong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1174/
acl2025.csv
2,025
ACL
Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics
Ameya Godbole; Robin Jia
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1175/
acl2025.csv
2,025
ACL
TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation
Vihang Pancholi; Jainit Sushil Bafna; Tejas Anvekar; Manish Shrivastava; Vivek Gupta
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1176/
acl2025.csv
2,025
ACL
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
Shantanu Ghosh; Rayan Syed; Chenyu Wang; Vaibhav Choudhary; Binxu Li; Clare B Poynton; Shyam Visweswaran; Kayhan Batmanghelich
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1177/
acl2025.csv
2,025
ACL
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
Sifan Zhou; Shuo Wang; Zhihang Yuan; Mingjia Shi; Yuzhang Shang; Dawei Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1178/
acl2025.csv
2,025
ACL
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings
Gunjan Balde; Soumyadeep Roy; Mainack Mondal; Niloy Ganguly
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1179/
acl2025.csv
2,025
ACL
UniT: One Document, Many Revisions, Too Many Edit Intention Taxonomies
Fangping Lan; Abdullah Aljebreen; Eduard Dragut
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1180/
acl2025.csv
2,025
ACL
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration
Xianbing Zhao; Yiqing Lyu; Di Wang; Buzhou Tang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1181/
acl2025.csv
2,025
ACL
Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training
Yihang Yao; Zhepeng Cen; Miao Li; William Han; Yuyou Zhang; Emerson Liu; Zuxin Liu; Chuang Gan; Ding Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1182/
acl2025.csv
2,025
ACL
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
Jianling Li; Shangzhan Li; Zhenye Gao; Qi Shi; Yuxuan Li; Zefan Wang; Jiacheng Huang; Haojie Wang; Jianrong Wang; Xu Han; Zhiyuan Liu; Maosong Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1183/
acl2025.csv
2,025
ACL
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes
Rahul Garg; Trilok Padhi; Hemang Jain; Ugur Kursuncu; Ponnurangam Kumaraguru
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1184/
acl2025.csv
2,025
ACL
Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma
Weiqi Zeng; Bo Wang; Dongming Zhao; Zongfeng Qu; Ruifang He; Yuexian Hou; Qinghua Hu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1185/
acl2025.csv
2,025
ACL
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
Dylan Zhang; Justin Wang; Tianran Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1186/
acl2025.csv
2,025
ACL
On the Robust Approximation of ASR Metrics
Abdul Waheed; Hanin Atwany; Rita Singh; Bhiksha Raj
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1187/
acl2025.csv
2,025
ACL
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective
Yipeng Kang; Junqi Wang; Yexin Li; Mengmeng Wang; Wenming Tu; Quansen Wang; Hengli Li; Tingjun Wu; Xue Feng; Fangwei Zhong; Zilong Zheng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1188/
acl2025.csv
2,025
ACL
LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models
Xinxin Li; Huiyao Chen; Chengjun Liu; Jing Li; Meishan Zhang; Jun Yu; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1189/
acl2025.csv
2,025
ACL
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models
Hanin Atwany; Abdul Waheed; Rita Singh; Monojit Choudhury; Bhiksha Raj
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1190/
acl2025.csv
2,025
ACL
M2PA: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive Theory
Yanfang Zhou; Xiaodong Li; Yuntao Liu; Yongqiang Zhao; Xintong Wang; Zhenyu Li; Jinlong Tian; Xinhai Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1191/
acl2025.csv
2,025
ACL
AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
Ming Wang; Peidong Wang; Lin Wu; Xiaocui Yang; Daling Wang; Shi Feng; Yuxin Chen; Bixuan Wang; Yifei Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1192/
acl2025.csv
2,025
ACL
Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics
Dylan Zhang; Justin Wang; Francois Charton
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1193/
acl2025.csv
2,025
ACL
DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios
Zeyu Gao; Yuxin Cui; Hao Wang; Siliang Qin; Yuanda Wang; Zhang Bolun; Chao Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1194/
acl2025.csv
2,025
ACL
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
Xiaoqing Zhang; Yuhan Liu; Flood Sung; Xiuying Chen; Shuo Shang; Rui Yan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1195/
acl2025.csv
2,025
ACL
Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs
Yuchen Wu; Liang Ding; Li Shen; Dacheng Tao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1196/
acl2025.csv
2,025
ACL
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
Fengqing Jiang; Zhangchen Xu; Yuetai Li; Luyao Niu; Zhen Xiang; Bo Li; Bill Yuchen Lin; Radha Poovendran
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1197/
acl2025.csv
2,025
ACL
ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models
Sigang Luo; Yinan Liu; Dongying Lin; Yingying Zhai; Bin Wang; Xiaochun Yang; Junpeng Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1198/
acl2025.csv
2,025
ACL
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
Yuji Zhang; Sha Li; Cheng Qian; Jiateng Liu; Pengfei Yu; Chi Han; Yi R. Fung; Kathleen McKeown; ChengXiang Zhai; Manling Li; Heng Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1199/
acl2025.csv
2,025
ACL
LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation
Fei Yuan; Yinquan Lu; Lei Li; Jingjing Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1200/
acl2025.csv
2,025
ACL
Pruning General Large Language Models into Customized Expert Models
Yiran Zhao; Guizhen Chen; Kenji Kawaguchi; Lidong Bing; Wenxuan Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1201/
acl2025.csv