Skip to content
conftrace_

ACL 2025

4,141 papers

HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios

Jun Wang, Jiamu Zhou, Xihuai Wang, Xiaoyun Mo, Haoyu Zhang

D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models

Grace Byun, Jinho D. Choi

Who Taught You That? Tracing Teachers in Model Distillation

Somin Wadhwa, Chantal Shaib, Silvio Amir, Byron C Wallace

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework

Zihao Wu, YongXiang Hua, Yongxin Zhu, Fang Zhang, Linli Xu

Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains

Xu Chu, Zhijie Tan, Hanlin Xue, Guanyu Wang, Tong Mo

SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation

Rongwen Zhao, Jeffrey Flanigan

LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data

Cehao Yang, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Shengjie Ma

Zero-Shot Conversational Stance Detection: Dataset and Approaches

Yuzhe Ding, Kang He, Bobo Li, Li Zheng, Haijun He

A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion

Yanzhen Shen, Yu Zhang, Yunyi Zhang, Jiawei Han

GeAR: Generation Augmented Retrieval

Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models

Yifu Qiu, Varun R. Embar, Yizhe Zhang, Navdeep Jaitly, Shay B Cohen

RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models

Bihan Zhou, Haopeng Ren, Li Yuan, Yi Cai, Liuwen Cao

SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation

Yuzheng Cai, Zhenyue Guo, YiWen Pei, WanRui Bian, Weiguo Zheng

Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities

Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu

How Does Response Length Affect Long-Form Factuality

James Xu Zhao, Jimmy Z.j. Liu, Bryan Hooi, See-Kiong Ng

GOODLIAR: A Reinforcement Learning-Based Deceptive Agent for Disrupting LLM Beliefs on Foundational Principles

Soo Kyung Kim, Hyunsoo Cho

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

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration

Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu

InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model

Siqi Ouyang, Xi Xu, Lei Li

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors

Andrea Pedrotti, Michele Papucci, Cristiano Ciaccio, Alessio Miaschi, Giovanni Puccetti

Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku

Anirudh Maiya, Razan Alghamdi, Maria Leonor Pacheco, Ashutosh Trivedi, Fabio Somenzi

Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency

Siqi Fan, Xuezhi Fang, Xingrun Xing, Peng Han, Shuo Shang

Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning

Jiaqi Li, Yixuan Tang, Yi Yang

Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing

Hanlun Zhu, Yunshi Lan, Xiang Li, Weining Qian

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

NetSafe: Exploring the Topological Safety of Multi-agent System

Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin

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

Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL

Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu

Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization

Ximing Dong, Shaowei Wang, Dayi Lin, Ahmed Hassan

Tracr-Injection: Distilling Algorithms into Pre-trained Language Models

Tomás Vergara Browne, Alvaro Soto

Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation

Vera Neplenbroek, Arianna Bisazza, Raquel Fernández

ARC ‘Challenge’ Is Not That Challenging

Łukasz Borchmann

Progressive LoRA for Multimodal Continual Instruction Tuning

Yahan Yu, Duzhen Zhang, Yong Ren, Xuanle Zhao, Xiuyi Chen

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

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

CODEMENV: Benchmarking Large Language Models on Code Migration

Keyuan Cheng, Xudong Shen, Yihao Yang, Tengyue Wang, Yang Cao

Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps

Jiashun Cheng, Aochuan Chen, Nuo Chen, Ziqi Gao, Yuhan Li

Training Long-Context LLMs Efficiently via Chunk-wise Optimization

Wenhao Li, Yuxin Zhang, Gen Luo, Daohai Yu, Rongrong Ji

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning

Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Xiang Chen

Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm

Xiaoyang Hu, Richard Lewis

Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System

Lang Qin, Yao Zhang, Hongru Liang, Adam Jatowt, Zhenglu Yang

PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts

Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang

CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages

Shangda Wu, Guo Zhancheng, Ruibin Yuan, Junyan Jiang, SeungHeon Doh

One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models

Rongguang Ye, Ming Tang

RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning

Junhao Hu, Wenrui Huang, Weidong Wang, Zhenwen Li, Tiancheng Hu

COMPKE: Complex Question Answering under Knowledge Editing

Keyuan Cheng, Zijian Kan, Zhuoran Zhang, Muhammad Asif Ali, Lijie Hu

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models

Boyang Xue, Hongru Wang, Rui Wang, Sheng wang, Zezhong Wang

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Ke Wang, Junting Pan, Linda Wei, Aojun Zhou, Weikang Shi

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

LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG

Ruikang Hu, Shaoyu Lin, Yeliang Xiu, Yongmei Liu

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

Anchored Answers: Unravelling Positional Bias in GPT-2’s Multiple-Choice Questions

Ruizhe Li, Yanjun Gao

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering

Zheng Chu, Huiming Fan, Jingchang Chen, Qianyu Wang, Mingda Yang

MPL: Multiple Programming Languages with Large Language Models for Information Extraction

Bo Li, Gexiang Fang, Wei Ye, Zhenghua Xu, Jinglei Zhang

Structural Deep Encoding for Table Question Answering

Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier

Domain Regeneration: How well do LLMs match syntactic properties of text domains?

Da JU, Hagen Blix, Adina Williams

Enhancing Multimodal Unified Representations for Cross Modal Generalization

Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang

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

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

C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation

Yanyang Li, Wong Tin Long, Cheung To Hung, Jianqiao Zhao, Duo Zheng

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training

Wenxi Chen, Ziyang Ma, Ruiqi Yan, Yuzhe Liang, Xiquan Li

CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling

Taneesh Gupta, Shivam Shandilya, Xuchao Zhang, Rahul Madhavan, Supriyo Ghosh

Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text

Andrei Jarca, Florinel Alin Croitoru, Radu Tudor Ionescu

Robust and Minimally Invasive Watermarking for EaaS

Zongqi Wang, Baoyuan Wu, Jingyuan Deng, Yujiu Yang

Drop Dropout on Single Epoch Language Model Pretraining

Houjun Liu, John Bauer, Christopher D Manning

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents

Yuxiang Chai, Siyuan Huang, Yazhe Niu, Han Xiao, Liang Liu

EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization

Pranaydeep Singh, Eneko Agirre, Gorka Azkune, Orphee De Clercq, Els Lefever

Harnessing PDF Data for Improving Japanese Large Multimodal Models

Jeonghun Baek, Akiko Aizawa, Kiyoharu Aizawa

Measuring Bias and Agreement in Large Language Model Presupposition Judgments

Katherine Atwell, Mandy Simons, Malihe Alikhani

Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion

Rena Gao, Ming-Bin Chen, Lea Frermann, Jey Han Lau

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

ScEdit: Script-based Assessment of Knowledge Editing

Xinye Li, Zunwen Zheng, Qian Zhang, Dekai Zhuang, Jiabao Kang

Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA

Jiahao Li, Zhendong Mao, Quan Wang

Parameter-Efficient Fine-Tuning via Circular Convolution

Aochuan Chen, Jiashun Cheng, Zijing Liu, Ziqi Gao, Fugee Tsung

Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis

Yifan Hu, Rui Liu, Yi Ren, Xiang Yin, Haizhou Li

SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage

Xiaoning Dong, Wenbo Hu, Wei Xu, Tianxing He

Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models

Sangmin Woo, Donguk Kim, Jaehyuk Jang, Yubin Choi, Changick Kim

Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion

Markus Frohmann, Gabriel Meseguer-Brocal, Markus Schedl, Elena V. Epure

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Hao Liu, Zhengren Wang, Xi Chen, Zhiyu Li, Feiyu Xiong

Explainable Hallucination through Natural Language Inference Mapping

Wei-Fan Chen, Zhixue Zhao, Akbar Karimi, Lucie Flek

EXECUTE: A Multilingual Benchmark for LLM Token Understanding

Lukas Edman, Helmut Schmid, Alexander Fraser

Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction

Qizhi Wan, Tao Liu, Changxuan Wan, Rong Hu, Keli Xiao

‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF

Rena Wei Gao, Xuetong Wu, Siwen Luo, Caren Han, Feng Liu

Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries

Ganlin Xu, Zhoujia Zhang, Wangyi Mei, Jiaqing Liang, Weijia Lu

The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage

Byung-Doh Oh, Hongao Zhu, William Schuler

Systematic Generalization in Language Models Scales with Information Entropy

Sondre Wold, Lucas Georges Gabriel Charpentier, Étienne Simon

Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic

Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji

Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment

Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai

Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model

Chong Li, Yingzhuo Deng, Jiajun Zhang, Chengqing Zong

Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks

Minjie Qiang, Zhongqing Wang, Xiaoyi Bao, HaoYuan Ma, Shoushan Li

UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions

Chuanyuan Tan, Wenbiao Shao, Hao Xiong, Tong Zhu, Zhenhua Liu

Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration

Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li

Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model

Minghan Wang, Viet Thanh Pham, Farhad Moghimifar, Thuy-Trang Vu

A Character-Centric Creative Story Generation via Imagination

Kyeongman Park, Minbeom Kim, Kyomin Jung

TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning

Shivam Shandilya, Menglin Xia, Supriyo Ghosh, Huiqiang Jiang, Jue Zhang

RTADev: Intention Aligned Multi-Agent Framework for Software Development

Jie Liu, Guohua Wang, Ronghui Yang, Jiajie Zeng, Mengchen Zhao

AD-LLM: Benchmarking Large Language Models for Anomaly Detection

Tiankai Yang, Yi Nian, Li Li, Ruiyao Xu, Yuangang Li

LLM-Based Multi-Agent Systems are Scalable Graph Generative Models

Jiarui Ji, Runlin Lei, Jialing Bi, Zhewei Wei, Xu Chen

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

Jiayi Gui, Yiming Liu, Jiale Cheng, Xiaotao Gu, Xiao Liu

Ponder & Press: Advancing Visual GUI Agent towards General Computer Control

Yiqin Wang, Haoji Zhang, Jingqi Tian, Yansong Tang