COLING 2025: all accepted papers
- Exploring Unified Training Framework for Multimodal User Profiling ↗Minjie Qiang, Zhongqing Wang, Shoushan Li et al.
- Exploring the Impact of Language Switching on Personality Traits in LLMs ↗Jacopo Amidei, Jose Gregorio Ferreira De Sá, Rubén Nieto Luna et al.
- Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment ↗Chenxiao Li, Jingwei Cheng, Qiang Tong et al.
- Exploring the Limitations of Detecting Machine-Generated Text ↗Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin et al.
- Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks ↗Qintong Li, Leyang Cui, Lingpeng Kong et al.
- Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation ↗Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy-Trang Vu et al.
- Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing ↗Daphne Wang, Mehrnoosh Sadrzadeh, Miloš Stanojević et al.
- Extracting, Detecting, and Generating Research Questions for Scientific Articles ↗Sina Taslimi, Artemis Capari, Hosein Azarbonyad et al.
- Extrapolating to Unknown Opinions Using LLMs ↗Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin et al.
- FEAT-writing: An Interactive Training System for Argumentative Writing ↗Yuning Ding, Franziska Wehrhahn, Andrea Horbach · System Demonstrations
- FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema ↗Junru Lu, Siyu An, Min Zhang et al.
- FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding ↗Amit Agarwal, Srikant Panda, Kulbhushan Pachauri · Industry Track
- FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics ↗Yupei Du, Albert Gatt, Dong Nguyen
- Factual Dialogue Summarization via Learning from Large Language Models ↗Rongxin Zhu, Jey Han Lau, Jianzhong Qi
- Factual Knowledge Assessment of Language Models Using Distractors ↗Hichem Ammar Khodja, Abderrahmane Ait gueni ssaid, Frederic Bechet et al.
- Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention ↗Daoqi Chen, Yaxin Li, Zizhong Zhu et al.
- FarExStance: Explainable Stance Detection for Farsi ↗Majid Zarharan, Maryam Hashemi, Malika Behroozrazegh et al.
- FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning ↗Dongyi Zheng, Hongyu Zhang, Jianyang Zhai et al.
- FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models ↗Tao Fan, Guoqiang Ma, Yan Kang et al.
- Federated Incremental Named Entity Recognition ↗Zesheng Liu, Qiannan Zhu, Cuiping Li et al.
- Federated Retrieval Augmented Generation for Multi-Product Question Answering ↗Parshin Shojaee, Sai Sree Harsha, Dan Luo et al. · Industry Track
- Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection ↗Ayoub Hammal, Benno Uthayasooriyar, Caio Corro
- Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion ↗Ben Liu, Jihai Zhang, Fangquan Lin et al.
- FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models ↗Shu Liu, Shangqing Zhao, Chenghao Jia et al.
- Fine-Grained Features-based Code Search for Precise Query-Code Matching ↗Xinting Zhang, Mengqiu Cheng, Mengzhen Wang et al.
- Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs ↗Maia Aguirre, Ariane Méndez, Arantza del Pozo et al. · Industry Track
- Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering ↗Yinghao Hu, Leilei Gan, Wenyi Xiao et al.
- FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation ↗Huaying Yuan, Ziliang Zhao, Shuting Wang et al.
- Finetuning LLMs for Comparative Assessment Tasks ↗Vatsal Raina, Adian Liusie, Mark Gales
- From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation ↗Zhiyang Zhang, Yaping Zhang, Yupu Liang et al.
- From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research ↗Chiara Di Bonaventura, Lucia Siciliani, Pierpaolo Basile et al.
- From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls ↗Tomas Goldsack, Yang Wang, Chenghua Lin et al.
- From Form to Meaning: The Case of Particles within the Prague Dependency Treebank Annotation Scheme ↗Marie Mikulova, Barbora Štěpánková, Jan Štěpánek
- From Generalist to Specialist: A Survey of Large Language Models for Chemistry ↗Yang Han, Ziping Wan, Lu Chen et al.
- From Multiple-Choice to Extractive QA: A Case Study for English and Arabic ↗Teresa Lynn, Malik H. Altakrori, Samar M. Magdy et al.
- From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings ↗Aishik Rakshit, Smriti Singh, Shuvam Keshari et al.
- From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation ↗Ali Marashian, Enora Rice, Luke Gessler et al.
- From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM ↗Jianyu Liu, Yi Huang, Sheng Bi et al.
- From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation ↗Jiaqiang Wu, Xuandong Huang, Zhouan Zhu et al.
- Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction ↗Guoxuan Ding, Xiaobo Guo, Xin Wang et al.
- GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification ↗Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi et al.
- GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification ↗Ximing Wen, Wenjuan Tan, Rosina Weber
- GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary ↗Fatemah Yousef Almeman, Luis Espinosa Anke
- GECTurk WEB: An Explainable Online Platform for Turkish Grammatical Error Detection and Correction ↗Ali Gebeşçe, Gözde Gül Şahin · System Demonstrations
- GL-GAN: Perceiving and Integrating Global and Local Styles for Handwritten Text Generation with Mamba ↗Yiming Wang, Hongxi Wei, Heng Wang et al.
- GLoCIM: Global-view Long Chain Interest Modeling for news recommendation ↗Zhen Yang, Wenhui Wang, Tao Qi et al.
- GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek ↗Lefteris Loukas, Nikolaos Smyrnioudis, Chrysa Dikonomaki et al. · System Demonstrations
- Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema ↗Jie Shi, Bo Xu, Jiaqing Liang et al.
- GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels ↗Hanjie Zhao, Yuchen Yan, Senbin Zhu et al.
- Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition ↗Jianxing Yu, Shiqi Wang, Hanjiang Lai et al.
- Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction ↗Xingjian Lin, Shengfei Lyu, Xin Wang et al.
- Generation-Based and Emotion-Reflected Memory Update: Creating the KEEM Dataset for Better Long-Term Conversation ↗Jeonghyun Kang, Hongjin Kim, Harksoo Kim
- Generics are puzzling. Can language models find the missing piece? ↗Gustavo Cilleruelo, Emily Allaway, Barry Haddow et al.
- Geo-Spatially Informed Models for Geocoding Unstructured Addresses ↗Uddeshya Singh, Devanapalli Ravi Shankar, Gowtham Bellala et al. · Industry Track
- Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization ↗Zhaohan Zhang, Ziquan Liu, Ioannis Patras
- GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models ↗Zike Yuan, Ming Liu, Hui Wang et al.
- Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining ↗Zongru Wu, Pengzhou Cheng, Lingyong Fang et al.
- Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization ↗Ying Gao, Yuxin Xie, Huanghao Deng et al.
- Grading Massive Open Online Courses Using Large Language Models ↗Shahriar Golchin, Nikhil Garuda, Christopher Impey et al.
- Graph Representation Learning in Hyperbolic Space via Dual-Masked ↗Rui Gong, Zuyun Jiang, Daren Zha
- Graph-Augmented Open-Domain Multi-Document Summarization ↗Xiaoping Shen, Yekun Chai · Industry Track
- GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering ↗Qianlong Li, Chen Huang, Shuai Li et al.
- GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering ↗Sacha Muller, Antonio Loison, Bilel Omrani et al.
- HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding ↗Peng Xia, Xingtong Yu, Ming Hu et al.
- HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities ↗Iqra Ali, Jesse Atuhurra, Hidetaka Kamigaito et al.
- HYDEN: Hyperbolic Density Representations for Medical Images and Reports ↗Zhi Qiao, Linbin Han, Xiantong Zhen et al.
- Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training ↗Rodrigo Santos, António Branco, João Ricardo Silva et al.
- HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese ↗Isadora Salles, Francielle Vargas, Fabrício Benevenuto
- Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs ↗Yuwei Du, Xinyue Liu, Wenxin Liang et al.
- Hermit Kingdom Through the Lens of Multiple Perspectives: A Case Study of LLM Hallucination on North Korea ↗Eunjung Cho, Won Ik Cho, Soomin Seo
- Hi-GEC: Hindi Grammar Error Correction in Low Resource Scenario ↗Ujjwal Sharma, Pushpak Bhattacharyya
- Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes ↗Damin Zhang, Yi Zhang, Geetanjali Bihani et al.
- Hit the Sweet Spot! Span-Level Ensemble for Large Language Models ↗Yangyifan Xu, Jianghao Chen, Junhong Wu et al.
- How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA ↗Yujia Zhou, Zheng Liu, Zhicheng Dou
- How Likely Do LLMs with CoT Mimic Human Reasoning? ↗Guangsheng Bao, Hongbo Zhang, Cunxiang Wang et al.
- How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM ↗Shaoxiong Ji, Pinzhen Chen
- How Transliterations Improve Crosslingual Alignment ↗Yihong Liu, Mingyang Wang, Amir Hossein Kargaran et al.
- How Well Can Large Language Models Reflect? A Human Evaluation of LLM-generated Reflections for Motivational Interviewing Dialogues ↗Erkan Basar, Xin Sun, Iris Hendrickx et al.
- How to Leverage Digit Embeddings to Represent Numbers? ↗Jasivan Alex Sivakumar, Nafise Sadat Moosavi
- Human Interest Framing across Cultures: A Case Study on Climate Change ↗Gisela Vallejo, Christine de Kock, Timothy Baldwin et al.
- Human-Like Embodied AI Interviewer: Employing Android ERICA in Real International Conference ↗Zi Haur Pang, Yahui Fu, Divesh Lala et al. · System Demonstrations
- HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection ↗Bo Xu, Erchen Yu, Jiahui Zhou et al.
- HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction ↗Haowei Xu, Chao Gao, Xianghua Li et al.
- ICLEval: Evaluating In-Context Learning Ability of Large Language Models ↗Wentong Chen, Yankai Lin, ZhenHao Zhou et al.
- IRR: Image Review Ranking Framework for Evaluating Vision-Language Models ↗Kazuki Hayashi, Kazuma Onishi, Toma Suzuki et al.
- IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran's University Entrance Exam ↗Hamed Khademi Khaledi, Heshaam Faili
- ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs ↗Chenhan Fu, Guoming Wang, Juncheng Li et al.
- IberoBench: A Benchmark for LLM Evaluation in Iberian Languages ↗Irene Baucells, Javier Aula-Blasco, Iria de-Dios-Flores et al.
- Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs ↗Junhao Chen, Xiang Li, Xiaojun Ye et al.
- Implicit Discourse Relation Classification For Nigerian Pidgin ↗Muhammed Saeed, Peter Bourgonje, Vera Demberg
- Imposter: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models ↗Divya Kothandaraman, Kuldeep Kulkarni, Sumit Shekhar et al.
- Impromptu Cybercrime Euphemism Detection ↗Xiang Li, Yucheng Zhou, Laiping Zhao et al.
- Improve Speech Translation Through Text Rewrite ↗Jing Wu, Shushu Wang, Kai Fan et al. · Industry Track
- Improved Sparse Upcycling for Instruction Tuning ↗Wangyi Jiang, Yaojie Lu, Hongyu Lin et al.
- Improvement in Sign Language Translation Using Text CTC Alignment ↗Sihan Tan, Taro Miyazaki, Nabeela Khan et al.
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