year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ACL
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation
Xiaoxin Lu; Ranran Haoran Zhang; Yusen Zhang; Rui Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1202/
acl2025.csv
2,025
ACL
Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements
Metehan Oğuz; Yavuz Faruk Bakman; Duygu Nur Yaldiz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1203/
acl2025.csv
2,025
ACL
Behavioral Analysis of Information Salience in Large Language Models
Jan Trienes; Jörg Schlötterer; Junyi Jessy Li; Christin Seifert
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1204/
acl2025.csv
2,025
ACL
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs
Avinash Baidya; Kamalika Das; Xiang Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1205/
acl2025.csv
2,025
ACL
Task Facet Learning: A Structured Approach To Prompt Optimization
Gurusha Juneja; Gautam Jajoo; Hua Li; Jian Jiao; Nagarajan Natarajan; Amit Sharma
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1206/
acl2025.csv
2,025
ACL
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding
Junlong Tong; Jinlan Fu; Zixuan Lin; Yingqi Fan; Anhao Zhao; Hui Su; Xiaoyu Shen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1207/
acl2025.csv
2,025
ACL
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment
Amitava Das; Yaswanth Narsupalli; Gurpreet Singh; Vinija Jain; Vasu Sharma; Suranjana Trivedy; Aman Chadha; Amit Sheth
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1208/
acl2025.csv
2,025
ACL
FREE: Fast and Robust Vision Language Models with Early Exits
Divya Jyoti Bajpai; Manjesh Kumar Hanawal
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1209/
acl2025.csv
2,025
ACL
REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?
Chuxuan Hu; Liyun Zhang; Yeji Lim; Aum Wadhwani; Austin Peters; Daniel Kang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1210/
acl2025.csv
2,025
ACL
Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts
Sara Ghaboura; Ketan Pravin More; Ritesh Thawkar; Wafa Al Ghallabi; Omkar Thawakar; Fahad Shahbaz Khan; Hisham Cholakkal; Salman Khan; Rao Muhammad Anwer
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1211/
acl2025.csv
2,025
ACL
Unveiling and Addressing Pseudo Forgetting in Large Language Models
Huashan Sun; Yizhe Yang; Yinghao Li; Jiawei Li; Yang Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1212/
acl2025.csv
2,025
ACL
Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
Yupu Liang; Yaping Zhang; Zhiyang Zhang; Zhiyuan Chen; Yang Zhao; Lu Xiang; Chengqing Zong; Yu Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1213/
acl2025.csv
2,025
ACL
HG-InsightLog: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data
Supriya Bajpai; Athira Gopal; Chandrakant Harjpal; Niraj Kumar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1214/
acl2025.csv
2,025
ACL
Dialect Normalization using Large Language Models and Morphological Rules
Antonios Dimakis; John Pavlopoulos; Antonios Anastasopoulos
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1215/
acl2025.csv
2,025
ACL
USDC: A Dataset of  ̲User  ̲Stance and  ̲Dogmatism in Long  ̲Conversations
Mounika Marreddy; Subba Reddy Oota; Venkata Charan Chinni; Manish Gupta; Lucie Flek
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1216/
acl2025.csv
2,025
ACL
Learning to Insert [PAUSE] Tokens for Better Reasoning
Eunki Kim; Sangryul Kim; James Thorne
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1217/
acl2025.csv
2,025
ACL
Understand the Implication: Learning to Think for Pragmatic Understanding
Settaluri Lakshmi Sravanthi; Kishan Maharaj; Sravani Gunnu; Abhijit Mishra; Pushpak Bhattacharyya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1218/
acl2025.csv
2,025
ACL
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data
Xinyang Lu; Jingtan Wang; Zitong Zhao; Zhongxiang Dai; Chuan-Sheng Foo; See-Kiong Ng; Bryan Kian Hsiang Low
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1219/
acl2025.csv
2,025
ACL
Dense Retrieval with Quantity Comparison Intent
Prayas Agrawal; Nandeesh Kumar K M; Muthusamy Chelliah; Surender Kumar; Soumen Chakrabarti
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1220/
acl2025.csv
2,025
ACL
Reflection on Knowledge Graph for Large Language Models Reasoning
Yigeng Zhou; Wu Li; Yifan Lu; Jing Li; Fangming Liu; Meishan Zhang; Yequan Wang; Daojing He; Honghai Liu; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1221/
acl2025.csv
2,025
ACL
Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities?
Jiahe Jin; Yanheng He; Mingyan Yang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1222/
acl2025.csv
2,025
ACL
DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
Ben Ganon; Alon Zolfi; Omer Hofman; Inderjeet Singh; Hisashi Kojima; Yuval Elovici; Asaf Shabtai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1223/
acl2025.csv
2,025
ACL
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
Jiawei Gu; Ziting Xian; Yuanzhen Xie; Ye Liu; Enjie Liu; Ruichao Zhong; Mochi Gao; Yunzhi Tan; Bo Hu; Zang Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1224/
acl2025.csv
2,025
ACL
Structured Pruning for Diverse Best-of-N Reasoning Optimization
Hieu Trung Nguyen; Bao Nguyen; Viet Anh Nguyen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1225/
acl2025.csv
2,025
ACL
PodAgent: A Comprehensive Framework for Podcast Generation
Yujia Xiao; Lei He; Haohan Guo; Feng-Long Xie; Tan Lee
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1226/
acl2025.csv
2,025
ACL
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework
Wenhao Liu; Zhenyi Lu; Xinyu Hu; Jerry Zhang; Dailin Li; Jiacheng Cen; Huilin Cao; Haiteng Wang; Yuhan Li; Xie Kun; Dandan Li; Pei Zhang; Chengbo Zhang; Yuxiang Ren; Xiaohong Huang; Yan Ma
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1227/
acl2025.csv
2,025
ACL
iMOVE : Instance-Motion-Aware Video Understanding
Jiaze Li; Yaya Shi; Zongyang Ma; Haoran Xu; Yandong.bai Yandong.bai; Huihui Xiao; Ruiwen Kang; Fan Yang; Tingting Gao; Di Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1228/
acl2025.csv
2,025
ACL
SceneGram: Conceptualizing and Describing Tangrams in Scene Context
Simeon Junker; Sina Zarrieß
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1229/
acl2025.csv
2,025
ACL
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
Chengwei Qin; Wenhan Xia; Tan Wang; Fangkai Jiao; Yuchen Hu; Bosheng Ding; Ruirui Chen; Shafiq Joty
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1230/
acl2025.csv
2,025
ACL
MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning
Shu Zhou; Yunyang Xuan; Yuxuan Ao; Xin Wang; Tao Fan; Hao Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1231/
acl2025.csv
2,025
ACL
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning
Chang Gao; Wenxuan Zhang; Guizhen Chen; Wai Lam
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1232/
acl2025.csv
2,025
ACL
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
Hongliang Li; Jiaxin Zhang; Wenhui Liao; Dezhi Peng; Kai Ding; Lianwen Jin
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1233/
acl2025.csv
2,025
ACL
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
Mufan Xu; Gewen Liang; Kehai Chen; Wei Wang; Xun Zhou; Muyun Yang; Tiejun Zhao; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1234/
acl2025.csv
2,025
ACL
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs’ Domain-specific Question-Answering Performance
Qihuang Zhong; Liang Ding; Xiantao Cai; Juhua Liu; Bo Du; Dacheng Tao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1235/
acl2025.csv
2,025
ACL
Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks?
Simeon Junker; Manar Ali; Larissa Koch; Sina Zarrieß; Hendrik Buschmeier
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1236/
acl2025.csv
2,025
ACL
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback
Chaojie Wang; Haonan Shi; Long Tian; Bo An; Shuicheng Yan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1237/
acl2025.csv
2,025
ACL
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
Jingwang Huang; Jiang Zhong; Qin Lei; Jingpeng Gao; Yuming Yang; Sirui Wang; Peiguang Li; Kaiwen Wei
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1238/
acl2025.csv
2,025
ACL
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs
Yuhang Zhou; Yuchen Ni; Zhiheng Xi; Zhangyue Yin; Yu He; Gan Yunhui; Xiang Liu; Zhang Jian; Sen Liu; Xipeng Qiu; Yixin Cao; Guangnan Ye; Hongfeng Chai
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1239/
acl2025.csv
2,025
ACL
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era
Dan Oneata; Desmond Elliott; Stella Frank
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1240/
acl2025.csv
2,025
ACL
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models
Sajjad Ghiasvand; Yifan Yang; Zhiyu Xue; Mahnoosh Alizadeh; Zheng Zhang; Ramtin Pedarsani
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1241/
acl2025.csv
2,025
ACL
A rebuttal of two common deflationary stances against LLM cognition
Zak Hussain; Rui Mata; Dirk U. Wulff
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1242/
acl2025.csv
2,025
ACL
COVER: Context-Driven Over-Refusal Verification in LLMs
Giovanni Sullutrone; Riccardo A. Vigliermo; Sonia Bergamaschi; Luca Sala
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1243/
acl2025.csv
2,025
ACL
MOSAIC: Multiple Observers Spotting AI Content
Matthieu Dubois; François Yvon; Pablo Piantanida
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1244/
acl2025.csv
2,025
ACL
GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction
Neil De La Fuente; Oscar Sainz; Iker García-Ferrero; Eneko Agirre
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1245/
acl2025.csv
2,025
ACL
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs
Indira Sen; Marlene Lutz; Elisa Rogers; David Garcia; Markus Strohmaier
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1246/
acl2025.csv
2,025
ACL
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Omkar Thawakar; Dinura Dissanayake; Ketan Pravin More; Ritesh Thawkar; Ahmed Heakl; Noor Ahsan; Yuhao Li; Ilmuz Zaman Mohammed Zumri; Jean Lahoud; Rao Muhammad Anwer; Hisham Cholakkal; Ivan Laptev; Mubarak Shah; Fahad Shahbaz Khan; Salman Khan
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1247/
acl2025.csv
2,025
ACL
Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences?
Yingjin Song; Yupei Du; Denis Paperno; Albert Gatt
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1248/
acl2025.csv
2,025
ACL
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
Huimin Xu; Xin Mao; Feng-Lin Li; Xiaobao Wu; Wang Chen; Wei Zhang; Anh Tuan Luu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1249/
acl2025.csv
2,025
ACL
Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks
Yanran Chen; Steffen Eger
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1250/
acl2025.csv
2,025
ACL
SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
Huimin Xu; Xin Mao; Feng-Lin Li; Xiaobao Wu; Wang Chen; Wei Zhang; Anh Tuan Luu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1251/
acl2025.csv
2,025
ACL
Compositional Syntactico-SemBanking for English as a Second or Foreign Language
Wenxi Li; Xihao Wang; Weiwei Sun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1252/
acl2025.csv
2,025
ACL
Semantics-aware prompting for translating NOtices To AirMen
Minal Nitin Dani; Aishwarya Maheswaran; Maunendra Sankar Desarkar
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1253/
acl2025.csv
2,025
ACL
Stereotype or Personalization? User Identity Biases Chatbot Recommendations
Anjali Kantharuban; Jeremiah Milbauer; Maarten Sap; Emma Strubell; Graham Neubig
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1254/
acl2025.csv
2,025
ACL
Automated main concept generation for narrative discourse assessment in aphasia
Ankita Gupta; Marisa Hudspeth; Polly Stokes; Jacquie Kurland; Brendan O’Connor
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1255/
acl2025.csv
2,025
ACL
Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models
Mong Yuan Sim; Wei Emma Zhang; Xiang Dai; Biaoyan Fang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1256/
acl2025.csv
2,025
ACL
“You are Beautiful, Body Image Stereotypes are Ugly!” BIStereo: A Benchmark to Measure Body Image Stereotypes in Language Models
Narjis Asad; Nihar Ranjan Sahoo; Rudra Murthy; Swaprava Nath; Pushpak Bhattacharyya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1257/
acl2025.csv
2,025
ACL
Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
Zhengliang Shi; Yuhan Wang; Lingyong Yan; Pengjie Ren; Shuaiqiang Wang; Dawei Yin; Zhaochun Ren
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1258/
acl2025.csv
2,025
ACL
FineCite: A Novel Approach For Fine-Grained Citation Context Analysis
Lasse M. Jantsch; Dong-Jae Koh; Seonghwan Yoon; Jisu Lee; Anne Lauscher; Young-Kyoon Suh
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1259/
acl2025.csv
2,025
ACL
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
Changyue Wang; Weihang Su; Qingyao Ai; Yujia Zhou; Yiqun Liu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1260/
acl2025.csv
2,025
ACL
Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models
Tianqiang Yan; Ziqiao Lin; Lin Zhang; Zhenglong Sun; Yuan Gao
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1261/
acl2025.csv
2,025
ACL
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability
Riya Sawhney; Samrat Yadav; Indrajit Bhattacharya; Mausam
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1262/
acl2025.csv
2,025
ACL
Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection
San Kim; Jonghwi Kim; Yejin Jeon; Gary Lee
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1263/
acl2025.csv
2,025
ACL
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
Heejae Suh; Yejin Jeon; Deokhyung Kang; Taehee Park; Yejin Min; Gary Lee
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1264/
acl2025.csv
2,025
ACL
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
Zhiqian Qin; Yuanfeng Song; Jinwei Lu; Yuanwei Song; Shuaimin Li; Chen Jason Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1265/
acl2025.csv
2,025
ACL
Tool learning via Inference-time Scaling and Cycle Verifier
Xiaobo Liang; Wenjin Xie; Juntao Li; Wanfu Wang; Yibin Chen; Kehai Chen; Min Zhang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1266/
acl2025.csv
2,025
ACL
When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
Jane Pan; Ryan Shar; Jacob Pfau; Ameet Talwalkar; He He; Valerie Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1267/
acl2025.csv
2,025
ACL
Reranking-based Generation for Unbiased Perspective Summarization
Narutatsu Ri; Nicholas Deas; Kathleen McKeown
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1268/
acl2025.csv
2,025
ACL
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation
Siyuan Fang; Kaijing Ma; Tianyu Zheng; Xeron Du; Ningxuan Lu; Ge Zhang; Qingkun Tang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1269/
acl2025.csv
2,025
ACL
Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph
Yibo Zhao; Jiapeng Zhu; Can Xu; Yao Liu; Xiang Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1270/
acl2025.csv
2,025
ACL
Mixture-of-Personas Language Models for Population Simulation
Ngoc Bui; Hieu Trung Nguyen; Shantanu Kumar; Julian Theodore; Weikang Qiu; Viet Anh Nguyen; Rex Ying
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1271/
acl2025.csv
2,025
ACL
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning
Baohao Liao; Christian Herold; Seyyed Hadi Hashemi; Stefan Vasilev; Shahram Khadivi; Christof Monz
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1272/
acl2025.csv
2,025
ACL
Decomposed Opinion Summarization with Verified Aspect-Aware Modules
Miao Li; Jey Han Lau; Eduard Hovy; Mirella Lapata
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1273/
acl2025.csv
2,025
ACL
Token-Budget-Aware LLM Reasoning
Tingxu Han; Zhenting Wang; Chunrong Fang; Shiyu Zhao; Shiqing Ma; Zhenyu Chen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1274/
acl2025.csv
2,025
ACL
HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference
Ping Gong; Jiawei Yi; Shengnan Wang; Juncheng Zhang; Zewen Jin; Ouxiang Zhou; Ruibo Liu; Guanbin Xu; Youhui Bai; Bowen Ye; Kun Yuan; Tong Yang; Gong Zhang; Renhai Chen; Feng Wu; Cheng Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1275/
acl2025.csv
2,025
ACL
Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning
Shota Takashiro; Takeshi Kojima; Andrew Gambardella; Qi Cao; Yusuke Iwasawa; Yutaka Matsuo
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1276/
acl2025.csv
2,025
ACL
LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification
Kaiyuan Guan; Ruoxin Li; Xudong Guo; Zhenning Huang; Xudong Weng; Hehuan Liu; Zheng Wei; Zang Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1277/
acl2025.csv
2,025
ACL
MAGI: Multi-Agent Guided Interview for Psychiatric Assessment
Guanqun Bi; Zhuang Chen; Zhoufu Liu; Hongkai Wang; Xiyao Xiao; Yuqiang Xie; Wen Zhang; Yongkang Huang; Yuxuan Chen; Libiao Peng; Minlie Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1278/
acl2025.csv
2,025
ACL
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking
Shahriar Kabir Nahin; Rabindra Nath Nandi; Sagor Sarker; Quazi Sarwar Muhtaseem; Md Kowsher; Apu Chandraw Shill; Md Ibrahim; Mehadi Hasan Menon; Tareq Al Muntasir; Firoj Alam
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1279/
acl2025.csv
2,025
ACL
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts
Negar Foroutan; Angelika Romanou; Matin Ansaripour; Julian Martin Eisenschlos; Karl Aberer; Rémi Lebret
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1280/
acl2025.csv
2,025
ACL
Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
Chan-Jan Hsu; Yi-Chang Chen; Feng-Ting Liao; Pei-Chen Ho; Yu-Hsiang Wang; Po-Chun Hsu; Da-shan Shiu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1281/
acl2025.csv
2,025
ACL
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
Bosi Wen; Pei Ke; Yufei Sun; Cunxiang Wang; Xiaotao Gu; Jinfeng Zhou; Jie Tang; Hongning Wang; Minlie Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1282/
acl2025.csv
2,025
ACL
A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit
Zafarullah Mahmood; Soliman Ali; Jiading Zhu; Mohamed Abdelwahab; Michelle Yu Collins; Sihan Chen; Yi Cheng Zhao; Jodi Wolff; Osnat C. Melamed; Nadia Minian; Marta Maslej; Carolynne Cooper; Matt Ratto; Peter Selby; Jonathan Rose
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1283/
acl2025.csv
2,025
ACL
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents
Kangda Wei; Xi Shi; Jonathan Tong; Sai Ramana Reddy; Anandhavelu Natarajan; Rajiv Jain; Aparna Garimella; Ruihong Huang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1284/
acl2025.csv
2,025
ACL
Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning
Ayana Niwa; Masahiro Kaneko; Kentaro Inui
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1285/
acl2025.csv
2,025
ACL
MemeDetoxNet: Balancing Toxicity Reduction and Context Preservation
Gitanjali Kumari; Jitendra Solanki; Asif Ekbal
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1286/
acl2025.csv
2,025
ACL
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL
Wichayaporn Wongkamjan; Yanze Wang; Feng Gu; Denis Peskoff; Jonathan K. Kummerfeld; Jonathan May; Jordan Lee Boyd-Graber
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1287/
acl2025.csv
2,025
ACL
Multi-matrix Factorization Attention
Jingcheng Hu; Houyi Li; Yinmin Zhang; Zili Wang; Shuigeng Zhou; Xiangyu Zhang; Heung-Yeung Shum
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1288/
acl2025.csv
2,025
ACL
Self-Training Elicits Concise Reasoning in Large Language Models
Tergel Munkhbat; Namgyu Ho; Seo Hyun Kim; Yongjin Yang; Yujin Kim; Se-Young Yun
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1289/
acl2025.csv
2,025
ACL
Reason from Future: Reverse Thought Chain Enhances LLM Reasoning
Yinlong Xu; Yanzhao Zheng; Shuoshuo Sun; Shuaihan Huang; Baohua Dong; Zhu Hangcheng; Ruohui Huang; Gang Yu; Hongxia Xu; Jian Wu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1290/
acl2025.csv
2,025
ACL
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models
Marcus Tantakoun; Christian Muise; Xiaodan Zhu
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1291/
acl2025.csv
2,025
ACL
From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis
Elham Aghakhani; Lu Wang; Karla T. Washington; George Demiris; Jina Huh-Yoo; Rezvaneh Rezapour
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1292/
acl2025.csv
2,025
ACL
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
Yiwei Li; Ji Zhang; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Jiayi Shi; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1293/
acl2025.csv
2,025
ACL
Don’t Say No: Jailbreaking LLM by Suppressing Refusal
Yukai Zhou; Jian Lou; Zhijie Huang; Zhan Qin; Sibei Yang; Wenjie Wang
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1294/
acl2025.csv
2,025
ACL
From Perception to Reasoning: Enhancing Vision-Language Models for Mobile UI Understanding
Settaluri Lakshmi Sravanthi; Ankit Mishra; Debjyoti Mondal; Subhadarshi Panda; Rituraj Singh; Pushpak Bhattacharyya
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1295/
acl2025.csv
2,025
ACL
Lemmas Matter, But Not Like That: Predictors of Lemma-Based Generalization in Morphological Inflection
Sarah Payne; Jordan Kodner
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1296/
acl2025.csv
2,025
ACL
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
Ming Li; Pei Chen; Chenguang Wang; Hongyu Zhao; Yijun Liang; YuPeng Hou; Fuxiao Liu; Tianyi Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1297/
acl2025.csv
2,025
ACL
MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
Yucheng Zhou; Lingran Song; Jianbing Shen
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1298/
acl2025.csv
2,025
ACL
ATLAS: Agent Tuning via Learning Critical Steps
Zhixun Chen; Ming Li; Yuxuan Huang; Yali Du; Meng Fang; Tianyi Zhou
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1299/
acl2025.csv
2,025
ACL
Syntactic Control of Language Models by Posterior Inference
Vicky Xefteri; Tim Vieira; Ryan Cotterell; Afra Amini
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1300/
acl2025.csv
2,025
ACL
Small Models Struggle to Learn from Strong Reasoners
Yuetai Li; Xiang Yue; Zhangchen Xu; Fengqing Jiang; Luyao Niu; Bill Yuchen Lin; Bhaskar Ramasubramanian; Radha Poovendran
Findings of ACL 2025
https://aclanthology.org/2025.findings-acl.1301/
acl2025.csv