COLING 2025: all accepted papers
- Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning ↗Cunda Wang, Weihua Wang, Qiuyu Liang et al.
- Unlike “Likely”, “Unlike” is Unlikely: BPE-based Segmentation hurts Morphological Derivations in LLMs ↗Paul Lerner, François Yvon
- Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention ↗Yanhao Li, Hongshen Chen, Heng Zhang et al.
- Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis ↗Weitao Ma, Xiaocheng Feng, Weihong Zhong et al.
- Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models ↗Xiaofan Zheng, Minnan Luo, Xinghao Wang
- Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model InterpretabilityXufeng Duan, Xinyu Zhou, Bei Xiao et al.our summary
- Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective ↗Yue Zhou, Barbara Di Eugenio, Lu Cheng
- Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models ↗Zijun Chen, Wenbo Hu, Guande He et al.
- User Willingness-aware Sales Talk Dataset ↗Asahi Hentona, Jun Baba, Shiki Sato et al.
- Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models ↗Sherzod Hakimov, Yerkezhan Abdullayeva, Kushal Koshti et al.
- VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models ↗Jiu Sha, Mengxiao Zhu, Chong Feng et al.
- VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation ↗Hyeonseok Lim, Dongjae Shin, Seohyun Song et al.
- VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction ↗Khai Phan Tran, Wen Hua, Xue Li
- VeritasQA: A Truthfulness Benchmark Aimed at Multilingual Transferability ↗Javier Aula-Blasco, Júlia Falcão, Susana Sotelo et al.
- ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical Normalization ↗Anh Thi-Hoang Nguyen, Dung Ha Nguyen, Kiet Van Nguyen · System Demonstrations
- VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering ↗Zhixuan Wu, Bo Cheng, Jiale Han et al.
- VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models ↗Haowen Hou, Peigen Zeng, Fei Ma et al.
- Voice synthesis in Polish and English - analyzing prediction differences in speaker verification systems ↗Joanna Gajewska, Alicja Martinek, Michał J. Ołowski et al.
- VoxpopuliTTS: a large-scale multilingual TTS corpus for zero-shot speech generation ↗Wenrui Liu, Jionghao Bai, Xize Cheng et al.
- WER We Stand: Benchmarking Urdu ASR Models ↗Samee Arif, Aamina Jamal Khan, Mustafa Abbas et al.
- WIKIGENBENCH:Exploring Full-length Wikipedia Generation under Real-World Scenario ↗Jiebin Zhang, Eugene J. Yu, Qinyu Chen et al.
- What Makes Cryptic Crosswords Challenging for LLMs? ↗Abdelrahman Sadallah, Daria Kotova, Ekaterina Kochmar
- What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning ↗Yifan Du, Hangyu Guo, Kun Zhou et al.
- What's Wrong? Refining Meeting Summaries with LLM Feedback ↗Frederic Kirstein, Terry Ruas, Bela Gipp
- What's the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios ↗Xuelin Liu, Pengyuan Liu, Dong Yu
- When Evolution Strategy Meets Language Models Tuning ↗Bo Huang, Yuxin Jiang, Mingyang Chen et al.
- Where do LLMs Encode the Knowledge to Assess the Ambiguity? ↗Hancheol Park, Geonmin Kim · Industry Track
- Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore ↗Junchao Wu, Runzhe Zhan, Derek F. Wong et al.
- Why do language models perform worse for morphologically complex languages? ↗Catherine Arnett, Benjamin Bergen
- Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting ↗Ananya Mukherjee, Saumitra Yadav, Manish Shrivastava
- Word-level Cross-lingual Structure in Large Language Models ↗Zihao Feng, Hailong Cao, Wang Xu et al.
- XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser ↗Xianfu Cheng, Hang Zhang, Jian Yang et al.
- XTR meets ColBERTv2: Adding ColBERTv2 Optimizations to XTR ↗Riyaz Ahmad Bhat, Jaydeep Sen · Industry Track
- You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives ↗Junyi Chen, Leyuan Liu, Tian Lan et al.
- Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions ↗Rumana Ferdous Munne, Noriki Nishida, Shanshan Liu et al.
- Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems ↗Mansi Rana, Kadri Hacioglu, Sindhuja Gopalan et al. · Industry Track
- Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking ↗Dina Pisarevskaya, Arkaitz Zubiaga
- Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels ↗Chaoqun Liu, Qin Chao, Wenxuan Zhang et al.
- ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty ↗Meizhi Zhong, Xikai Liu, Chen Zhang et al.
- \textscChiFraud: A Long-term Web Text Dataset for Chinese Fraud Detection ↗Min Tang, Lixin Zou, Shiuan-ni Liang et al.
- “Not Aligned” is Not “Malicious”: Being Careful about Hallucinations of Large Language Models' Jailbreak ↗Lingrui Mei, Shenghua Liu, Yiwei Wang et al.
- “Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems ↗Mireia Hernandez Caralt, Ivan Sekulic, Filip Carevic et al. · Industry Track
- data2lang2vec: Data Driven Typological Features Completion ↗Hamidreza Amirzadeh, Sadegh Jafari, Anika Harju et al.
- medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs ↗Mingyi Jia, Junwen Duan, Yan Song et al.
- sDPO: Don't Use Your Data All at Once ↗Dahyun Kim, Yungi Kim, Wonho Song et al. · Industry Track
- t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis ↗Zuocheng Li, Lishuang Li
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