COLING 2025: all accepted papers
- OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs ↗Yuxia Wang, Minghan Wang, Hasan Iqbal et al.
- OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset ↗Zhen Wang, Xi Zhou, Yating Yang et al.
- OptiPrune: Effective Pruning Approach for Every Target Sparsity ↗Nguyen-Khang Le, Ryo Sato, Dai Nakashima et al.
- PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts ↗Haein Yeo, Taehyeong Noh, Seungwan Jin et al.
- PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models ↗Andrianos Michail, Simon Clematide, Juri Opitz
- PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing ↗Yiwen Duan, Yonghong Yu, Xiaoming Zhao et al. · Industry Track
- PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation ↗Jaeseok Yoo, Hojae Han, Youngwon Lee et al.
- PERSONA: A Reproducible Testbed for Pluralistic Alignment ↗Louis Castricato, Nathan Lile, Rafael Rafailov et al.
- PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients ↗Sujatha Das Gollapalli, See-Kiong Ng
- PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning ↗Qibin Wang, Xiaolin Hu, Weikai Xu et al.
- PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs ↗Yuang Bian, Yupian Lin, Jingping Liu et al.
- Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation ↗Hunter Heidenreich, Ratish Dalvi, Nikhil Verma et al. · Industry Track
- Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace ↗Jia-Chen Zhang, Yu-Jie Xiong, Chun-Ming Xia et al.
- Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One ↗Quentin Lemesle, Jonathan Chevelu, Philippe Martin et al.
- Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning ↗Xia Li, Junlang Wang, Yongqiang Zheng et al.
- Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models ↗Elie Antoine, Frederic Bechet, Phillippe Langlais
- Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction ↗Biao Hu, Zhen Huang, Minghao Hu et al.
- Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity ↗Shuang Chen, Yining Zheng, Shimin Li et al.
- Persona-Consistent Dialogue Generation via Pseudo Preference Tuning ↗Junya Takayama, Masaya Ohagi, Tomoya Mizumoto et al.
- Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement ↗Chenkai Sun, Ke Yang, Revanth Gangi Reddy et al.
- Personalized Large Language Model Assistant with Evolving Conditional Memory ↗Ruifeng Yuan, Shichao Sun, Yongqi Li et al.
- Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation ↗Caihong Mu, Keyang Zhang, Jialiang Zhou et al.
- Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models ↗Xinyu Pang, Ruixin Hong, Zhanke Zhou et al.
- Piecing It All Together: Verifying Multi-Hop Multimodal Claims ↗Haoran Wang, Aman Rangapur, Xiongxiao Xu et al.
- Planning with Multi-Constraints via Collaborative Language Agents ↗Cong Zhang, Xin Deik Goh, Dexun Li et al.
- Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models ↗Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar et al.
- PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents ↗Truong Dinh Do, An Hoang Trieu, Van-Thuy Phi et al. · System Demonstrations
- Position Information Emerges in Causal Transformers Without Positional Encodings via Similarity of Nearby Embeddings ↗Chunsheng Zuo, Pavel Guerzhoy, Michael Guerzhoy
- Positive Text Reframing under Multi-strategy Optimization ↗Shutong Jia, Biwei Cao, Qingqing Gao et al.
- Post-Hoc Watermarking for Robust Detection in Text Generated by Large Language Models ↗Jifei Hao, Jipeng Qiang, Yi Zhu et al.
- PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation ↗Hour Kaing, Raj Dabre, Haiyue Song et al.
- Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification ↗Shiyu Wang, Gang Zhou, Jicang Lu et al.
- PreAct: Prediction Enhances Agent's Planning Ability ↗Dayuan Fu, Jianzhao Huang, Siyuan Lu et al.
- Predicting Fine-tuned Performance on Larger Datasets Before Creating Them ↗Toshiki Kuramoto, Jun Suzuki · Industry Track
- ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models ↗Chenyang Song, Xu Han, Zhengyan Zhang et al.
- ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model ↗Wenjie Dong, Sirong Chen, Yan Yang
- Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study ↗Bowen Li, Wenhan Wu, Ziwei Tang et al.
- PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent ↗Jiateng Liu, Lin Ai, Zizhou Liu et al.
- Propulsion: Steering LLM with Tiny Fine-Tuning ↗Md Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
- ProsodyFlow: High-fidelity Text-to-Speech through Conditional Flow Matching and Prosody Modeling with Large Speech Language Models ↗Haoyu Wang, Sizhe Shan, Yinlin Guo et al.
- Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition ↗Hongyan Wu, Nankai Lin, Shengyi Jiang et al.
- QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval ↗Santosh T.Y.S.S, Hassan Sarwat, Matthias Grabmair
- QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs ↗Mohammad Aflah Khan, Neemesh Yadav, Sarah Masud et al.
- Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora ↗Rik van Noord, Miquel Esplà-Gomis, Malina Chichirau et al.
- Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment ↗Go Kamoda, Akari Asai, Ana Brassard et al.
- Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance ↗Hai Zhu, Yuankai Guo, Ronggang Dou et al. · Industry Track
- QuickLLaMA: Query-aware Inference Acceleration for Large Language Models ↗Jingyao Li, Han Shi, Sitong Wu et al.
- RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents ↗Sayantan Adak, Animesh Mukherjee
- RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation ↗Gregor Karetka, Demetris Skottis, Lucia Dutková et al. · System Demonstrations
- RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues ↗Bowen Wu, Kaili Sun, Ziwei Bai et al.
- RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration ↗Haoyu Huang, Tong Niu, Rui Yang et al.
- RE-FIN: Retrieval-based Enrichment for Financial data ↗Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica et al. · Industry Track
- RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers ↗David Farr, Nico Manzonelli, Iain Cruickshank et al. · Industry Track
- REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives ↗Sayantan Adak, Pauras Mangesh Meher, Paramita Das et al. · Industry Track
- RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation ↗Ioannis Panagiotopoulos, George Filandrianos, Maria Lymperaiou et al.
- ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization ↗Juan Ramirez-Orta, Ana Maguitman, Axel J. Soto et al.
- RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback ↗Guoqing Chen, Fu Zhang, Jinghao Lin et al.
- RUAccent: Advanced System for Stress Placement in Russian with Homograph Resolution ↗Denis Andreevich Petrov
- RUIE: Retrieval-based Unified Information Extraction using Large Language Model ↗Xincheng Liao, Junwen Duan, Yixi Huang et al.
- Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments ↗Iker De la Iglesia, Iakes Goenaga, Johanna Ramirez-Romero et al.
- Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-EncodersSanjay Agrawal, Faizan Ahemad, Vivek Varadarajan Sembium · Industry Trackour summary
- Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction ↗Zehan Li, Fu Zhang, Kailun Lyu et al.
- Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach ↗Yuepei Li, Kang Zhou, Qiao Qiao et al.
- ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training ↗Zhouqiang Jiang, Bowen Wang, Junhao Chen et al.
- Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing ↗HaiXiang Zhu, Lixian Su, ShuangMing Mao et al.
- Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning ↗Yukang Lin, Bingchen Zhong, Shuoran Jiang et al.
- Reasoning with Trees: Faithful Question Answering over Knowledge Graph ↗Tiesunlong Shen, Jin Wang, Xuejie Zhang et al.
- Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning ↗Jingyao Tang, Lishuang Li, Liteng Mi et al.
- RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving ↗Shuxi Guo, Qi Qi, Haifeng Sun et al. · Industry Track
- Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation ↗Sourabh Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya
- Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach ↗Junrui Wang, Mengyang Qiu, Yang Gu et al.
- Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning ↗Longzhou Liu, Chenglong Xiao, Shanshan Wang et al.
- Reliable, Reproducible, and Really Fast Leaderboards with Evalica ↗Dmitry Ustalov · System Demonstrations
- Representation Purification for End-to-End Speech Translation ↗Chengwei Zhang, Yue Zhou, Rui Zhao et al.
- Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models ↗Dahyun Kim, Sukyung Lee, Yungi Kim et al.
- Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models ↗Tobias Deußer, Max Hahnbück, Tobias Uelwer et al. · Industry Track
- Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models ↗Taiqiang Wu, Chaofan Tao, Jiahao Wang et al.
- Rethinking Long Context Generation from the Continual Learning Perspective ↗Zeyuan Yang, Fangzhou Xiong, Peng Li et al.
- Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models ↗Nankai Lin, Peijian Zeng, Weixiong Zheng et al.
- Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies ↗Xin Sun, Xiao Tang, Abdallah El Ali et al.
- Rethinking-based Code Summarization with Chain of Comments ↗Liuwen Cao, Hongkui He, Hailin Huang et al.
- Retrieval Augmented Instruction Tuning for Open NER with Large Language Models ↗Tingyu Xie, Jian Zhang, Yan Zhang et al.
- Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking ↗Ming Dong, Zhiwei Cheng, Changyin Luo et al.
- Return of EM: Entity-driven Answer Set Expansion for QA Evaluation ↗Dongryeol Lee, Minwoo Lee, Kyungmin Min et al.
- Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings ↗Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira
- Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings ↗Julia Jaremko, Dagmar Gromann, Michael Wiegand
- Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective ↗Tianlong Li, Zhenghua Wang, Wenhao Liu et al.
- RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation ↗Shuting Wang, Xin Yu, Mang Wang et al.
- RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents ↗Changkai Ji, Bowen Zhao, Zhuoyao Wang et al.
- RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation ↗Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga et al.
- Robustness Evaluation of the German Extractive Question Answering Task ↗Shalaka Satheesh, Katharina Beckh, Katrin Klug et al.
- RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems ↗Yihong Tang, Bo Wang, Xu Wang et al.
- Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models ↗Zhiqiang Zhang, Liqiang Wen, Wen Zhao
- Rumor Detection on Social Media with Temporal Propagation Structure Optimization ↗Xingyu Peng, Junran Wu, Ruomei Liu et al.
- SA-DETR:Span Aware Detection Transformer for Moment Retrieval ↗Tianheng Xiong, Wei Wei, Kaihe Xu et al.
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