COLING - arXivDaily 期刊&会议

2406.11102 2024-12-17 cs.CL cs.AI

Grading Massive Open Online Courses Using Large Language Models

Shahriar Golchin, Nikhil Garuda, Christopher Impey, Matthew Wenger

Comments Final version; accepted at COLING 2025

2405.09913 2024-12-17 cs.CL

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data

Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze

Comments COLING 2025

2403.15268 2024-12-17 cs.CL

Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering

Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Kang Liu, Shengping Liu, Jun Zhao

Comments Accepted to COLING 2025

2402.16313 2024-12-17 cs.CL cs.AI

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering

Mingxu Tao, Dongyan Zhao, Yansong Feng

Comments COLING 2025

2401.06561 2024-12-17 cs.CL

Intention Analysis Makes LLMs A Good Jailbreak Defender

Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao

Comments COLING 2025

2311.08883 2024-12-17 cs.CL

Distilling Rule-based Knowledge into Large Language Models

Wenkai Yang, Yankai Lin, Jie Zhou, Ji-Rong Wen

Comments Accepted at COLING 2025, camera-ready version. Code and data are available at https://github.com/RUCBM/rule-distillation

2311.08385 2024-12-17 cs.CL

Aligning Large Language Models with Human Opinions through Persona Selection and Value--Belief--Norm Reasoning

Do Xuan Long, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen

Comments COLING 2025

2412.10151 2024-12-16 cs.CV cs.AI cs.CL

VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation

Hyeonseok Lim, Dongjae Shin, Seohyun Song, Inho Won, Minjun Kim, Junghun Yuk, Haneol Jang, KyungTae Lim

Comments The 31st International Conference on Computational Linguistics (COLING 2025), 19 pages

2412.10008 2024-12-16 cs.CL

Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language

Anastasia Zhukova, Christian E. Matt, Bela Gipp

Comments accepted in the First Workshop on Language Models for Low-Resource Languages (LoResLM) co-located with the 31st International Conference on Computational Linguistics (COLING 2025)

2412.09906 2024-12-16 cs.CL

Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning

Jing Bi, Yuting Wu, Weiwei Xing, Zhenjie Wei

Comments 11 pages, 4 figures, to be published in The 31st International Conference on Computational Linguistics (COLING 2025)

2412.09867 2024-12-16 cs.CL cs.HC

Human-Like Embodied AI Interviewer: Employing Android ERICA in Real International Conference

Zi Haur Pang, Yahui Fu, Divesh Lala, Mikey Elmers, Koji Inoue, Tatsuya Kawahara

Comments This paper has been accepted for demonstration presentation at International Conference on Computational Linguistics (COLING 2025)

2412.09715 2024-12-16 cs.CV cs.CL

Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts

Philipp Moeßner, Heike Adel

Comments Accepted at Workshop on Detecting AI Generated Content (at COLING 2025)

2412.01408 2024-12-16 cs.CL cs.AI

Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning

Aditya Narayan Sankaran, Reza Farahbakhsh, Noel Crespi

Comments Accepted as part of the proceedings of COLING 2025

2411.09547 2024-12-16 cs.CL cs.AI

Piecing It All Together: Verifying Multi-Hop Multimodal Claims

Haoran Wang, Aman Rangapur, Xiongxiao Xu, Yueqing Liang, Haroon Gharwi, Carl Yang, Kai Shu

Comments COLING 2025

2409.12435 2024-12-16 cs.CL

Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models

Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan, Zhenguang G. Cai

Comments COLING 2025

2407.03536 2024-12-16 cs.CL

Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias

Jayanta Sadhu, Maneesha Rani Saha, Rifat Shahriyar

Comments Accepted at The First Workshop on Language Models for Low-Resource Languages (LoResLM) at COLING 2025

2402.12046 2024-12-16 cs.DL cs.CL

Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields

Jan Philip Wahle, Terry Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad

Journal ref COLING 2025

2412.09341 2024-12-13 cs.CL

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain

Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro

Comments Coling 2025 workshop (FinNLP)

2412.09084 2024-12-13 cs.CL

Evaluating Pixel Language Models on Non-Standardized Languages

Alberto Muñoz-Ortiz, Verena Blaschke, Barbara Plank

Comments Accepted at COLING 2025

2412.09045 2024-12-13 cs.CL

Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation

Xuebin Wang, Lei Zhang, Zhenghua Li, Shilin Zhou, Chen Gong, Yang Hou

Comments COLING 2025

2412.04076 2024-12-13 cs.LG

Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation

Weihua Wang, Qiuyu Liang, Feilong Bao, Guanglai Gao

Comments Accepted by COLING 2025

2412.00426 2024-12-13 cs.CL

Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection

Ayoub Hammal, Benno Uthayasooriyar, Caio Corro

Comments COLING 2025

2409.18446 2024-12-13 cs.CL

Exploring Language Model Generalization in Low-Resource Extractive QA

Saptarshi Sengupta, Wenpeng Yin, Preslav Nakov, Shreya Ghosh, Suhang Wang

Comments Accepted to COLING 2025

2405.16884 2024-12-13 cs.CL cs.DB

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching

Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han, Hao Wang, Zhenyu Zeng, Le Sun

Comments Accepted at COLING 2025. Our code is available at https://github.com/tshu-w/ComEM

2402.16048 2024-12-13 cs.CL cs.AI cs.LG

How Likely Do LLMs with CoT Mimic Human Reasoning?

Guangsheng Bao, Hongbo Zhang, Cunxiang Wang, Linyi Yang, Yue Zhang

Comments COLING 2025 Camera Version (8 pages, 3 figures, 18 tables)

2310.16995 2024-12-13 cs.CL

TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering

Saptarshi Sengupta, Connor Heaton, Shreya Ghosh, Wenpeng Yin, Preslav Nakov, Suhang Wang

Comments Accepted to COLING 2025

2412.08946 2024-12-13 cs.LG cs.AI cs.CL

MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning

Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua Zhou

Comments Accept by COLING 2025

2412.08316 2024-12-13 cs.SI cs.CL

Rumor Detection on Social Media with Temporal Propagation Structure Optimization

Xingyu Peng, Junran Wu, Ruomei Liu, Ke Xu

Comments COLING'25

2412.03681 2024-12-13 cs.CL

Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings

Guy Barel, Oren Tsur, Dan Vilenchik

Comments COLING 2025

2411.07474 2024-12-13 cs.CL

Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models

Daria Kryvosheieva, Roger Levy

Comments LoResLM workshop at COLING 2025