year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Parameter-Efficient Fine-Tuning via Circular Convolution
Aochuan Chen; Jiashun Cheng; Zijing Liu; Ziqi Gao; Fugee Tsung; Yu Li; Jia Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.102/
acl2025.csv
2,025
ACL
Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA
Jiahao Li; Zhendong Mao; Quan Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.103/
acl2025.csv
2,025
ACL
ScEdit: Script-based Assessment of Knowledge Editing
Xinye Li; Zunwen Zheng; Qian Zhang; Dekai Zhuang; Jiabao Kang; Liyan Xu; Qingbin Liu; Xi Chen; Zhiying Tu; Dianhui Chu; Dianbo Sui
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.104/
acl2025.csv
2,025
ACL
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
Seanie Lee; Dong Bok Lee; Dominik Wagner; Minki Kang; Haebin Seong; Tobias Bocklet; Juho Lee; Sung Ju Hwang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.105/
acl2025.csv
2,025
ACL
Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion
Rena Gao; Ming-Bin Chen; Lea Frermann; Jey Han Lau
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.106/
acl2025.csv
2,025
ACL
Measuring Bias and Agreement in Large Language Model Presupposition Judgments
Katherine Atwell; Mandy Simons; Malihe Alikhani
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.107/
acl2025.csv
2,025
ACL
Harnessing PDF Data for Improving Japanese Large Multimodal Models
Jeonghun Baek; Akiko Aizawa; Kiyoharu Aizawa
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.108/
acl2025.csv
2,025
ACL
EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization
Pranaydeep Singh; Eneko Agirre; Gorka Azkune; Orphee De Clercq; Els Lefever
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.109/
acl2025.csv
2,025
ACL
AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents
Yuxiang Chai; Siyuan Huang; Yazhe Niu; Han Xiao; Liang Liu; Guozhi Wang; Dingyu Zhang; Shuai Ren; Hongsheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.110/
acl2025.csv
2,025
ACL
Drop Dropout on Single Epoch Language Model Pretraining
Houjun Liu; John Bauer; Christopher D Manning
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.111/
acl2025.csv
2,025
ACL
Robust and Minimally Invasive Watermarking for EaaS
Zongqi Wang; Baoyuan Wu; Jingyuan Deng; Yujiu Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.112/
acl2025.csv
2,025
ACL
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text
Andrei Jarca; Florinel Alin Croitoru; Radu Tudor Ionescu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.113/
acl2025.csv
2,025
ACL
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
Taneesh Gupta; Shivam Shandilya; Xuchao Zhang; Rahul Madhavan; Supriyo Ghosh; Chetan Bansal; Huaxiu Yao; Saravan Rajmohan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.114/
acl2025.csv
2,025
ACL
SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training
Wenxi Chen; Ziyang Ma; Ruiqi Yan; Yuzhe Liang; Xiquan Li; Ruiyang Xu; Zhikang Niu; Yanqiao Zhu; Yifan Yang; Zhanxun Liu; Kai Yu; Yuxuan Hu; Jinyu Li; Yan Lu; Shujie Liu; Xie Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.115/
acl2025.csv
2,025
ACL
C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation
Yanyang Li; Wong Tin Long; Cheung To Hung; Jianqiao Zhao; Duo Zheng; Liu Ka Wai; Michael R. Lyu; Liwei Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.116/
acl2025.csv
2,025
ACL
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering
Wei Zhou; Mohsen Mesgar; Heike Adel; Annemarie Friedrich
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.117/
acl2025.csv
2,025
ACL
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training
Keyeun Lee; Seolhee Lee; Esther Hehsun Kim; Yena Ko; Jinsu Eun; Dahee Kim; Hyewon Cho; Haiyi Zhu; Robert E. Kraut; Eunyoung E. Suh; Eun-mee Kim; Hajin Lim
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.118/
acl2025.csv
2,025
ACL
Enhancing Multimodal Unified Representations for Cross Modal Generalization
Hai Huang; Yan Xia; Shengpeng Ji; Shulei Wang; Hanting Wang; Minghui Fang; Jieming Zhu; Zhenhua Dong; Sashuai Zhou; Zhou Zhao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.119/
acl2025.csv
2,025
ACL
Domain Regeneration: How well do LLMs match syntactic properties of text domains?
Da Ju; Hagen Blix; Adina Williams
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.120/
acl2025.csv
2,025
ACL
Structural Deep Encoding for Table Question Answering
Raphaël Mouravieff; Benjamin Piwowarski; Sylvain Lamprier
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.121/
acl2025.csv
2,025
ACL
MPL: Multiple Programming Languages with Large Language Models for Information Extraction
Bo Li; Gexiang Fang; Wei Ye; Zhenghua Xu; Jinglei Zhang; Hao Cheng; Shikun Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.122/
acl2025.csv
2,025
ACL
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
Zheng Chu; Huiming Fan; Jingchang Chen; Qianyu Wang; Mingda Yang; Jiafeng Liang; Zhongjie Wang; Hao Li; Guo Tang; Ming Liu; Bing Qin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.123/
acl2025.csv
2,025
ACL
Anchored Answers: Unravelling Positional Bias in GPT-2’s Multiple-Choice Questions
Ruizhe Li; Yanjun Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.124/
acl2025.csv
2,025
ACL
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
Sreyan Ghosh; Mohammad Sadegh Rasooli; Michael Levit; Peidong Wang; Jian Xue; Dinesh Manocha; Jinyu Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.125/
acl2025.csv
2,025
ACL
LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG
Ruikang Hu; Shaoyu Lin; Yeliang Xiu; Yongmei Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.126/
acl2025.csv
2,025
ACL
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation
Giuseppe Ruggiero; Matteo Testa; Jurgen Van De Walle; Luigi Di Caro
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.127/
acl2025.csv
2,025
ACL
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
Ke Wang; Junting Pan; Linda Wei; Aojun Zhou; Weikang Shi; Zimu Lu; Han Xiao; Yunqiao Yang; Houxing Ren; Mingjie Zhan; Hongsheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.128/
acl2025.csv
2,025
ACL
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
Boyang Xue; Hongru Wang; Rui Wang; Sheng Wang; Zezhong Wang; Yiming Du; Bin Liang; Wenxuan Zhang; Kam-Fai Wong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.129/
acl2025.csv
2,025
ACL
COMPKE: Complex Question Answering under Knowledge Editing
Keyuan Cheng; Zijian Kan; Zhuoran Zhang; Muhammad Asif Ali; Lijie Hu; Di Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.130/
acl2025.csv
2,025
ACL
RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning
Junhao Hu; Wenrui Huang; Weidong Wang; Zhenwen Li; Tiancheng Hu; Zhixia Liu; Xusheng Chen; Tao Xie; Yizhou Shan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.131/
acl2025.csv
2,025
ACL
One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models
Rongguang Ye; Ming Tang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.132/
acl2025.csv
2,025
ACL
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
Shangda Wu; Guo Zhancheng; Ruibin Yuan; Junyan Jiang; SeungHeon Doh; Gus Xia; Juhan Nam; Xiaobing Li; Feng Yu; Maosong Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.133/
acl2025.csv
2,025
ACL
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts
Ming Zhang; Yuhui Wang; Yujiong Shen; Tingyi Yang; Changhao Jiang; Yilong Wu; Shihan Dou; Qinhao Chen; Zhiheng Xi; Zhihao Zhang; Yi Dong; Zhen Wang; Zhihui Fei; Mingyang Wan; Tao Liang; Guojun Ma; Qi Zhang; Tao Gui; Xuanjing Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.134/
acl2025.csv
2,025
ACL
Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System
Lang Qin; Yao Zhang; Hongru Liang; Adam Jatowt; Zhenglu Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.135/
acl2025.csv
2,025
ACL
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm
Xiaoyang Hu; Richard Lewis
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.136/
acl2025.csv
2,025
ACL
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
Yuxia Geng; Runkai Zhu; Jiaoyan Chen; Jintai Chen; Xiang Chen; Zhuo Chen; Shuofei Qiao; Yuxiang Wang; Xiaoliang Xu; Sheng-Jun Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.137/
acl2025.csv
2,025
ACL
Training Long-Context LLMs Efficiently via Chunk-wise Optimization
Wenhao Li; Yuxin Zhang; Gen Luo; Daohai Yu; Rongrong Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.138/
acl2025.csv
2,025
ACL
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps
Jiashun Cheng; Aochuan Chen; Nuo Chen; Ziqi Gao; Yuhan Li; Jia Li; Fugee Tsung
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.139/
acl2025.csv
2,025
ACL
CODEMENV: Benchmarking Large Language Models on Code Migration
Keyuan Cheng; Xudong Shen; Yihao Yang; Tengyue Wang; Yang Cao; Muhammad Asif Ali; Hanbin Wang; Lijie Hu; Di Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.140/
acl2025.csv
2,025
ACL
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs
V.S.D.S.Mahesh Akavarapu; Hrishikesh Terdalkar; Pramit Bhattacharyya; Shubhangi Agarwal; Dr. Vishakha Deulgaonkar; Chaitali Dangarikar; Pralay Manna; Arnab Bhattacharya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.141/
acl2025.csv
2,025
ACL
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation
Jilong Li; Zhenxi Song; Jiaqi Wang; Meishan Zhang; Honghai Liu; Min Zhang; Zhiguo Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.142/
acl2025.csv
2,025
ACL
Progressive LoRA for Multimodal Continual Instruction Tuning
Yahan Yu; Duzhen Zhang; Yong Ren; Xuanle Zhao; Xiuyi Chen; Chenhui Chu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.143/
acl2025.csv
2,025
ACL
ARC ‘Challenge’ Is Not That Challenging
Łukasz Borchmann
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.144/
acl2025.csv
2,025
ACL
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
Vera Neplenbroek; Arianna Bisazza; Raquel Fernández
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.145/
acl2025.csv
2,025
ACL
Tracr-Injection: Distilling Algorithms into Pre-trained Language Models
Tomás Vergara Browne; Alvaro Soto
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.146/
acl2025.csv
2,025
ACL
Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization
Ximing Dong; Shaowei Wang; Dayi Lin; Ahmed Hassan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.147/
acl2025.csv
2,025
ACL
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL
Wei Yao; Wenkai Yang; Ziqiao Wang; Yankai Lin; Yong Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.148/
acl2025.csv
2,025
ACL
Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups
Felix Drinkall; Stefan Zohren; Michael McMahon; Janet B. Pierrehumbert
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.149/
acl2025.csv
2,025
ACL
NetSafe: Exploring the Topological Safety of Multi-agent System
Miao Yu; Shilong Wang; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Kun Wang; Qingsong Wen; Yang Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.150/
acl2025.csv
2,025
ACL
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation
Qiji Zhou; YiFan Gong; Guangsheng Bao; Hongjie Qiu; Jinqiang Li; Xiangrong Zhu; Huajian Zhang; Yue Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.151/
acl2025.csv
2,025
ACL
Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing
Hanlun Zhu; Yunshi Lan; Xiang Li; Weining Qian
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.152/
acl2025.csv
2,025
ACL
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Jiaqi Li; Yixuan Tang; Yi Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.153/
acl2025.csv
2,025
ACL
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency
Siqi Fan; Xuezhi Fang; Xingrun Xing; Peng Han; Shuo Shang; Yequan Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.154/
acl2025.csv
2,025
ACL
Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku
Anirudh Maiya; Razan Alghamdi; Maria Leonor Pacheco; Ashutosh Trivedi; Fabio Somenzi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.155/
acl2025.csv
2,025
ACL
Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors
Andrea Pedrotti; Michele Papucci; Cristiano Ciaccio; Alessio Miaschi; Giovanni Puccetti; Felice Dell’Orletta; Andrea Esuli
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.156/
acl2025.csv
2,025
ACL
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model
Siqi Ouyang; Xi Xu; Lei Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.157/
acl2025.csv
2,025
ACL
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration
Jiahui Geng; Qing Li; Zongxiong Chen; Yuxia Wang; Derui Zhu; Zhuohan Xie; Chenyang Lyu; Xiuying Chen; Preslav Nakov; Fakhri Karray
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.158/
acl2025.csv
2,025
ACL
To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization
Haozhe Wang; Long Li; Chao Qu; Weidi Xu; Fengming Zhu; Wei Chu; Fangzhen Lin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.159/
acl2025.csv
2,025
ACL
GOODLIAR: A Reinforcement Learning-Based Deceptive Agent for Disrupting LLM Beliefs on Foundational Principles
Soo Kyung Kim; Hyunsoo Cho
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.160/
acl2025.csv
2,025
ACL
How Does Response Length Affect Long-Form Factuality
James Xu Zhao; Jimmy Z.j. Liu; Bryan Hooi; See-Kiong Ng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.161/
acl2025.csv
2,025
ACL
Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities
Guiyang Hou; Wenqi Zhang; Zhe Zheng; Yongliang Shen; Weiming Lu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.162/
acl2025.csv
2,025
ACL
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
Yuzheng Cai; Zhenyue Guo; YiWen Pei; WanRui Bian; Weiguo Zheng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.163/
acl2025.csv
2,025
ACL
RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models
Bihan Zhou; HaoPeng Ren; Li Yuan; Yi Cai; Liuwen Cao; Zikun Deng
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.164/
acl2025.csv
2,025
ACL
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models
Yifu Qiu; Varun R. Embar; Yizhe Zhang; Navdeep Jaitly; Shay B Cohen; Benjamin Han
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.165/
acl2025.csv
2,025
ACL
GeAR: Generation Augmented Retrieval
Haoyu Liu; Shaohan Huang; Jianfeng Liu; Yuefeng Zhan; Hao Sun; Weiwei Deng; Feng Sun; Furu Wei; Qi Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.166/
acl2025.csv
2,025
ACL
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
Yanzhen Shen; Yu Zhang; Yunyi Zhang; Jiawei Han
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.167/
acl2025.csv
2,025
ACL
Zero-Shot Conversational Stance Detection: Dataset and Approaches
Yuzhe Ding; Kang He; Bobo Li; Li Zheng; Haijun He; Fei Li; Chong Teng; Donghong Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.168/
acl2025.csv
2,025
ACL
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
Cehao Yang; Xueyuan Lin; Chengjin Xu; Xuhui Jiang; Shengjie Ma; Aofan Liu; Hui Xiong; Jian Guo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.169/
acl2025.csv
2,025
ACL
SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation
Rongwen Zhao; Jeffrey Flanigan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.170/
acl2025.csv
2,025
ACL
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains
Xu Chu; Zhijie Tan; Hanlin Xue; Guanyu Wang; Tong Mo; Weiping Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.171/
acl2025.csv
2,025
ACL
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework
Zihao Wu; YongXiang Hua; Yongxin Zhu; Fang Zhang; Linli Xu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.172/
acl2025.csv
2,025
ACL
Who Taught You That? Tracing Teachers in Model Distillation
Somin Wadhwa; Chantal Shaib; Silvio Amir; Byron C Wallace
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.173/
acl2025.csv
2,025
ACL
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models
Grace Byun; Jinho D. Choi
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.174/
acl2025.csv
2,025
ACL
HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios
Jun Wang; Jiamu Zhou; Xihuai Wang; Xiaoyun Mo; Haoyu Zhang; Qiqiang Lin; Cheng Jin; Muning Wen; Weinan Zhang; Qiuying Peng; Jun Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.175/
acl2025.csv
2,025
ACL
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
Do Xuan Long; Duong Ngoc Yen; Do Xuan Trong; Anh Tuan Luu; Kenji Kawaguchi; Shafiq Joty; Min-Yen Kan; Nancy F. Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.176/
acl2025.csv
2,025
ACL
GRAMMAR-LLM: Grammar-Constrained Natural Language Generation
Gabriele Tuccio; Luana Bulla; Maria Madonia; Aldo Gangemi; Misael Mongiovì
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.177/
acl2025.csv
2,025
ACL
MANBench: Is Your Multimodal Model Smarter than Human?
Han Zhou; Qitong Xu; Yiheng Dong; Xin Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.178/
acl2025.csv
2,025
ACL
BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla
Mahammed Kamruzzaman; Abdullah Al Monsur; Shrabon Kumar Das; Enamul Hassan; Gene Louis Kim
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.179/
acl2025.csv
2,025
ACL
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus
Matthieu Futeral; Armel Randy Zebaze; Pedro Ortiz Suarez; Julien Abadji; Rémi Lacroix; Cordelia Schmid; Rachel Bawden; Benoît Sagot
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.180/
acl2025.csv
2,025
ACL
NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark
Vladislav Mikhailov; Tita Enstad; David Samuel; Hans Christian Farsethås; Andrey Kutuzov; Erik Velldal; Lilja Øvrelid
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.181/
acl2025.csv
2,025
ACL
Massively Multilingual Instruction-Following Information Extraction
Thang Le; Huy Huu Nguyen; Anh Tuan Luu; Thien Huu Nguyen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.182/
acl2025.csv
2,025
ACL
DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning
Kang He; Yuzhe Ding; Haining Wang; Fei Li; Chong Teng; Donghong Ji
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.183/
acl2025.csv
2,025
ACL
Large Language Models in Bioinformatics: A Survey
Zhenyu Wang; Zikang Wang; Jiyue Jiang; Pengan Chen; Xiangyu Shi; Yu Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.184/
acl2025.csv
2,025
ACL
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing
Xuanle Zhao; Xuexin Liu; Yang Haoyue; Xianzhen Luo; Fanhu Zeng; Jianling Li; Qi Shi; Chi Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.185/
acl2025.csv
2,025
ACL
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models
Qin Liu; Chao Shang; Ling Liu; Nikolaos Pappas; Jie Ma; Neha Anna John; Srikanth Doss; Lluis Marquez; Miguel Ballesteros; Yassine Benajiba
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.186/
acl2025.csv
2,025
ACL
Turbocharging Web Automation: The Impact of Compressed History States
Xiyue Zhu; Peng Tang; Haofu Liao; Srikar Appalaraju
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.187/
acl2025.csv
2,025
ACL
Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention
Weijie Shi; Hao Chen; Jiaming Li; Yao Zhao; Yazhong Zhang; Qijin Chen; Jipeng Zhang; Ruiyuan Zhang; Jia Zhu; Jiajie Xu; Xiaofang Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.188/
acl2025.csv
2,025
ACL
Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction
Yuting Huang; Chengyuan Liu; Yifeng Feng; Yiquan Wu; Chao Wu; Fei Wu; Kun Kuang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.189/
acl2025.csv
2,025
ACL
SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models
Mert Inan; Anthony Sicilia; Malihe Alikhani
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.190/
acl2025.csv
2,025
ACL
NegVQA: Can Vision Language Models Understand Negation?
Yuhui Zhang; Yuchang Su; Yiming Liu; Serena Yeung-Levy
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.191/
acl2025.csv
2,025
ACL
Natural Language Reasoning in Large Language Models: Analysis and Evaluation
Debela Gemechu; Ramon Ruiz-Dolz; Henrike Beyer; Chris Reed
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.192/
acl2025.csv
2,025
ACL
SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling
Haoran Wang; Zhenyu Hou; Yao Wei; Jie Tang; Yuxiao Dong
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.193/
acl2025.csv
2,025
ACL
The Two Paradigms of LLM Detection: Authorship Attribution vs. Authorship Verification
Janek Bevendorff; Matti Wiegmann; Emmelie Richter; Martin Potthast; Benno Stein
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.194/
acl2025.csv
2,025
ACL
Unveiling Confirmation Bias in Chain-of-Thought Reasoning
Yue Wan; Xiaowei Jia; Xiang Lorraine Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.195/
acl2025.csv
2,025
ACL
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
Mufan Qiu; Xinyu Hu; Fengwei Zhan; Sukwon Yun; Jie Peng; Ruichen Zhang; Bhavya Kailkhura; Jiekun Yang; Tianlong Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.196/
acl2025.csv
2,025
ACL
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service
Yihang Cheng; Lan Zhang; Junyang Wang; Mu Yuan; Yunhao Yao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.197/
acl2025.csv
2,025
ACL
“My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise
Sharath Naganna; Saprativa Bhattacharjee; Biplab Banerjee; Pushpak Bhattacharyya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.198/
acl2025.csv
2,025
ACL
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
Xuanliang Zhang; Dingzirui Wang; Baoxin Wang; Longxu Dou; Xinyuan Lu; Keyan Xu; Dayong Wu; Qingfu Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.199/
acl2025.csv
2,025
ACL
TokenShapley: Token Level Context Attribution with Shapley Value
Yingtai Xiao; Yuqing Zhu; Sirat Samyoun; Wanrong Zhang; Jiachen T. Wang; Jian Du
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.200/
acl2025.csv
2,025
ACL
Entropy-based Exploration Conduction for Multi-step Reasoning
Jinghan Zhang; Xiting Wang; Fengran Mo; Yeyang Zhou; Wanfu Gao; Kunpeng Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.201/
acl2025.csv