COLING - arXivDaily 期刊&会议

2412.12447 2024-12-23 cs.SE cs.AI cs.CL

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim, Seung-won Hwang

Comments Accepted by COLING 2025 main conference

2409.13312 2024-12-23 cs.CL cs.AI

GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification

Ximing Wen, Wenjuan Tan, Rosina O. Weber

Comments 8 pages, 5 figues, accepted by COLING 2025

2412.14986 2024-12-20 cs.CL

Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts

Ioana Buhnila, Georgeta Cislaru, Amalia Todirascu

Comments Accepted at WRAICOGS 2025 (Writing Aids at the Crossroads of AI, Cognitive Science, and NLP) co-located with COLING 2025

2412.11745 2024-12-20 cs.CL

Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection

Arij Riabi, Virginie Mouilleron, Menel Mahamdi, Wissam Antoun, Djamé Seddah

Comments Accepted to COLING 2025

2412.14612 2024-12-20 cs.CL

KARRIEREWEGE: A Large Scale Career Path Prediction Dataset

Elena Senger, Yuri Campbell, Rob van der Goot, Barbara Plank

Comments Accepted at COLING Industry Track

2412.14351 2024-12-20 cs.CL cs.AI

Is Peer-Reviewing Worth the Effort?

Kenneth Church, Raman Chandrasekar, John E. Ortega, Ibrahim Said Ahmad

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

2412.00869 2024-12-20 cs.CL cs.AI

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru, Amit Sheth

Comments Accepted at COLING 2025

2406.13362 2024-12-20 cs.CV cs.CL cs.LG

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models

Haowen Hou, Peigen Zeng, Fei Ma, Fei Richard Yu

Comments Accepted at COLING 2025 main conference

2412.14008 2024-12-19 cs.CL

FarExStance: Explainable Stance Detection for Farsi

Majid Zarharan, Maryam Hashemi, Malika Behroozrazegh, Sauleh Eetemadi, Mohammad Taher Pilehvar, Jennifer Foster

Comments Accepted in COLING 2025

2412.13799 2024-12-19 cs.CL cs.AI

Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration

Ramona Kühn, Jelena Mitrović, Michael Granitzer

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

2412.13791 2024-12-19 cs.CL

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models

Xinyu Pang, Ruixin Hong, Zhanke Zhou, Fangrui Lv, Xinwei Yang, Zhilong Liang, Bo Han, Changshui Zhang

Comments COLING 2025

2412.13578 2024-12-19 cs.CL cs.AI

Socio-Culturally Aware Evaluation Framework for LLM-Based Content Moderation

Shanu Kumar, Gauri Kholkar, Saish Mendke, Anubhav Sadana, Parag Agrawal, Sandipan Dandapat

Comments Accepted in SUMEval Workshop in COLING 2025

2412.13511 2024-12-19 cs.CL

CEHA: A Dataset of Conflict Events in the Horn of Africa

Rui Bai, Di Lu, Shihao Ran, Elizabeth Olson, Hemank Lamba, Aoife Cahill, Joel Tetreault, Alex Jaimes

Comments Accepted by COLING 2025

2409.12545 2024-12-19 cs.CL

Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment

Tianyu Peng, Jiajun Zhang

Comments Accepted by COLING 2025, 19 pages

2409.10994 2024-12-19 cs.CL cs.AI cs.CV cs.MM

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael Guan, Benyou Wang

Comments Accepted to COLING 2025

2404.09043 2024-12-19 cs.CL

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Jia Gu, Liang Pang, Huawei Shen, Xueqi Cheng

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

2404.04363 2024-12-19 cs.CV

Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs

Junhao Chen, Xiang Li, Xiaojun Ye, Chao Li, Zhaoxin Fan, Hao Zhao

Comments Accepted by COLING 2025 (The 31st International Conference on Computational Linguistics) Project Page: https://idea23d.github.io/ Code: https://github.com/yisuanwang/Idea23D

2403.09259 2024-12-19 cs.CL cs.LG

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation

Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza

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

2412.13227 2024-12-19 cs.LG cs.DB cs.NE

Cross-table Synthetic Tabular Data Detection

G. Charbel N. Kindji, Lina Maria Rojas-Barahona, Elisa Fromont, Tanguy Urvoy

Journal ref COLING 2025 Workshop on Detecting AI Generated Content, Jan 2025, Abu dahbi, United Arab Emirates

2412.13098 2024-12-18 cs.CL cs.SI

Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election

Roberto Mondini, Neema Kotonya, Robert L. Logan, Elizabeth M Olson, Angela Oduor Lungati, Daniel Duke Odongo, Tim Ombasa, Hemank Lamba, Aoife Cahill, Joel R. Tetreault, Alejandro Jaimes

Comments COLING 2025

2412.12948 2024-12-18 cs.CL

MOPO: Multi-Objective Prompt Optimization for Affective Text Generation

Yarik Menchaca Resendiz, Roman Klinger

Comments accepted to COLING 2025

2412.12522 2024-12-18 cs.CL cs.AI

Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL

Geling Liu, Yunzhi Tan, Ruichao Zhong, Yuanzhen Xie, Lingchen Zhao, Qian Wang, Bo Hu, Zang Li

Comments Accepted at COLING 2025 Main

2412.12510 2024-12-18 cs.CL cs.CY

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits

Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che

Comments Accepted by COLING 2025. 28 papges, 20 figures, 10 tables

2412.12500 2024-12-18 cs.CL cs.AI

Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models

Sina Bagheri Nezhad, Ameeta Agrawal, Rhitabrat Pokharel

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

2412.12433 2024-12-18 cs.CL cs.IR cs.LG

Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models

Chia-Hsuan Chang, Tien-Yuan Huang, Yi-Hang Tsai, Chia-Ming Chang, San-Yih Hwang

Comments Accepted to 18th BUCC Workshop at COLING 2025

2409.16383 2024-12-18 cs.CL

RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation

Ioannis Panagiotopoulos, Giorgos Filandrianos, Maria Lymperaiou, Giorgos Stamou

Comments Accepted at COLING 2025

2409.11253 2024-12-18 cs.CL

Norm of Mean Contextualized Embeddings Determines their Variance

Hiroaki Yamagiwa, Hidetoshi Shimodaira

Comments COLING 2025

2406.16416 2024-12-18 cs.CL

Multilingual Knowledge Editing with Language-Agnostic Factual Neurons

Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

Comments COLING 2025 (14 pages, 3 figures, 12 tables)

2406.10984 2024-12-18 cs.CL

Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings

Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira

Comments COLING 2025

2402.18264 2024-12-18 cs.CL

WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenario

Jiebin Zhang, Eugene J. Yu, Qinyu Chen, Chenhao Xiong, Dawei Zhu, Han Qian, Mingbo Song, Weimin Xiong, Xiaoguang Li, Qun Liu, Sujian Li

Comments COLING 2025 Camera Ready