COLING - arXivDaily 期刊&会议

2403.15512 2024-03-26 cs.CL cs.AI cs.LG

Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation

Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song, Youngbin Kim

Comments Accepted at LREC-COLING 2024

2403.11752 2024-03-26 cs.CL

Revisiting The Classics: A Study on Identifying and Rectifying Gender Stereotypes in Rhymes and Poems

Aditya Narayan Sankaran, Vigneshwaran Shankaran, Sampath Lonka, Rajesh Sharma

Comments Accepted to appear at LREC-COLING 2024

2403.11311 2024-03-26 cs.CL cs.MM

Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding

Zichen Wu, Hsiu-Yuan Huang, Fanyi Qu, Yunfang Wu

Comments LREC-COLING 2024, Long Paper

2403.01479 2024-03-26 cs.CL cs.AI

Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine Translation

Heegon Jin, Seonil Son, Jemin Park, Youngseok Kim, Hyungjong Noh, Yeonsoo Lee

Comments Accepted to LREC-COLING 2024

2402.16694 2024-03-26 cs.CL cs.PL cs.SE

HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization

Qiwei Peng, Yekun Chai, Xuhong Li

Comments LREC-COLING 2024

2402.13571 2024-03-26 cs.CL cs.AI

Multilingual Coreference Resolution in Low-resource South Asian Languages

Ritwik Mishra, Pooja Desur, Rajiv Ratn Shah, Ponnurangam Kumaraguru

Comments Accepted at LREC-COLING 2024

2309.11576 2024-03-26 cs.CL

Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets

Yida Mu, Xingyi Song, Kalina Bontcheva, Nikolaos Aletras

Comments Accepted at LREC-COLING 2024

2309.08503 2024-03-26 cs.CL cs.AI

HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking

Juraj Vladika, Phillip Schneider, Florian Matthes

Comments Accepted to LREC-COLING 2024

2309.01157 2024-03-26 cs.IR cs.AI cs.CL

Large Language Models for Generative Recommendation: A Survey and Visionary Discussions

Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen

Comments Published as a conference paper at LREC-COLING 2024

2308.11585 2024-03-26 cs.AI cs.CL

Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes

Yosuke Miyanishi, Minh Le Nguyen

Comments Accepted to LREC-COLING 2024

2307.06708 2024-03-26 cs.CL cs.CR

To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems?

Christopher Weiss, Frauke Kreuter, Ivan Habernal

Comments Accepted at LREC-COLING 2024; final camera-ready version

2305.14310 2024-03-26 cs.CL

Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science

Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song

Comments Accepted at LREC-COLING 2024

2305.14012 2024-03-26 cs.CL

When your Cousin has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages

Niyati Bafna, Cristina España-Bonet, Josef van Genabith, Benoît Sagot, Rachel Bawden

Comments 9 pages, Accepted at LREC-COLING 2024

2304.04806 2024-03-26 cs.CL

Examining Temporalities on Stance Detection towards COVID-19 Vaccination

Yida Mu, Mali Jin, Kalina Bontcheva, Xingyi Song

Comments Accepted at LREC-COLING 2024

2211.13883 2024-03-26 cs.CL

Learning with Silver Standard Data for Zero-shot Relation Extraction

Tianyin Wang, Jianwei Wang, Ziqian Zeng

Comments Our research group conducted further research and discussions on the same topic and the latest paper is here arXiv:2402.18061, which has been accepted in LREC-COLING 2024

2403.15062 2024-03-25 q-fin.CP cs.CL

Construction of a Japanese Financial Benchmark for Large Language Models

Masanori Hirano

Comments 9 pages, Joint Workshop of the 7th Financial Technology and Natural Language Processing (FinNLP), the 5th Knowledge Discovery from Unstructured Data in Financial Services (KDF), and The 4th Workshop on Economics and Natural Language Processing (ECONLP) In conjunction with LREC-COLING-2024

2403.15040 2024-03-25 cs.CL

ESG Classification by Implicit Rule Learning via GPT-4

Hyo Jeong Yun, Chanyoung Kim, Moonjeong Hahm, Kyuri Kim, Guijin Son

Comments Accepted as Shared Track Paper at 7th FinNLP Workshop @ LREC-COLING 2024

2403.14946 2024-03-25 cs.CL cs.AI cs.LG

A Single Linear Layer Yields Task-Adapted Low-Rank Matrices

Hwichan Kim, Shota Sasaki, Sho Hoshino, Ukyo Honda

Comments Accepted at LREC-COLING 2024

2403.14938 2024-03-25 cs.CL

On Zero-Shot Counterspeech Generation by LLMs

Punyajoy Saha, Aalok Agrawal, Abhik Jana, Chris Biemann, Animesh Mukherjee

Comments 12 pages, 7 tables, accepted at LREC-COLING 2024

2403.14895 2024-03-25 cs.CL cs.AI

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning

Maksym Taranukhin, Vered Shwartz, Evangelos Milios

Comments Accepted to COLING 2024

2403.14221 2024-03-25 cs.CL

Improving the Robustness of Large Language Models via Consistency Alignment

Yukun Zhao, Lingyong Yan, Weiwei Sun, Guoliang Xing, Shuaiqiang Wang, Chong Meng, Zhicong Cheng, Zhaochun Ren, Dawei Yin

Comments Accepted by LREC-COLING 2024

2403.12373 2024-03-25 cs.CL

RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners

Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu

Comments LREC-Coling 2024 Long Paper

2403.02893 2024-03-25 cs.CL cs.AI

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning

Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao

Comments Accepted at LREC-COLING 2024

2403.00411 2024-03-25 cs.CL

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish

Recep Firat Cekinel, Pinar Karagoz, Cagri Coltekin

Comments LREC-COLING 2024

2402.14704 2024-03-25 cs.CL

An LLM-Enhanced Adversarial Editing System for Lexical Simplification

Keren Tan, Kangyang Luo, Yunshi Lan, Zheng Yuan, Jinlong Shu

Comments Accepted by COLING 2024 main conference

2403.14364 2024-03-22 cs.CL

WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models

Hichem Ammar Khodja, Frédéric Béchet, Quentin Brabant, Alexis Nasr, Gwénolé Lecorvé

Comments Accepted for publication at LREC-COLING 2024

2403.14312 2024-03-22 cs.CL

ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting

Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted to LREC-COLING 2024

2403.14252 2024-03-22 cs.CL cs.AI cs.CV cs.LG

LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding

Masato Fujitake

Comments LREC-COLING 2024

2403.14208 2024-03-22 cs.CL

Automatic Annotation of Grammaticality in Child-Caregiver Conversations

Mitja Nikolaus, Abhishek Agrawal, Petros Kaklamanis, Alex Warstadt, Abdellah Fourtassi

Journal ref LREC-Coling 2024, May 2024, Turin, Italy

2403.14074 2024-03-22 cs.IR cs.CL cs.LG

M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval

Yang Bai, Anthony Colas, Christan Grant, Daisy Zhe Wang

Comments Accepted by LREC-COLING 2024