COLING

BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses

Weihao Zeng, Keqing He, Yejie Wang, Dayuan Fu, Weiran Xu

Comments Accepted at LREC-COLING 2024

Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection

Pei Wang, Keqing He, Yejie Wang, Xiaoshuai Song, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu

Journal ref LREC-COLING 2024

Few-Shot Relation Extraction with Hybrid Visual Evidence

Jiaying Gong, Hoda Eldardiry

Comments 16 pages, 5 figures

Journal ref LREC-COLING 2024

Modeling the Quality of Dialogical Explanations

Milad Alshomary, Felix Lange, Meisam Booshehri, Meghdut Sengupta, Philipp Cimiano, Henning Wachsmuth

Comments 9 pages, 3 figures, LREC-COLING 24

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training

Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu

Comments Accepted to LREC-COLING 2024

Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation

Jiaying Gong, Hoda Eldardiry

Comments 14 pages, 5 figures

Journal ref LREC-COLING 2024

EROS: Entity-Driven Controlled Policy Document Summarization

Joykirat Singh, Sehban Fazili, Rohan Jain, Md Shad Akhtar

Comments Accepted in LREC-COLING 2024

Sinkhorn Distance Minimization for Knowledge Distillation

Xiao Cui, Yulei Qin, Yuting Gao, Enwei Zhang, Zihan Xu, Tong Wu, Ke Li, Xing Sun, Wengang Zhou, Houqiang Li

Comments Accepted by COLING 2024

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations

Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein

Comments Accepted to LREC-COLING 2024

PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction

Erxin Yu, Jing Li, Chunpu Xu

Comments Accepted by COLING 2024

Principal Component Analysis as a Sanity Check for Bayesian Phylolinguistic Reconstruction

Yugo Murawaki

Comments Accepted at LREC-COLING 2024

Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context

Qiao Wang, Zheng Yuan

Comments 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

Two Counterexamples to Tokenization and the Noiseless Channel

Marco Cognetta, Vilém Zouhar, Sangwhan Moon, Naoaki Okazaki

Comments 9 pages, 2 figures, to appear in LREC-COLING 2024, de-texified metadata

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang

Comments LREC-Coling 2024

Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations

Gregor Donabauer, Udo Kruschwitz

Comments Preprint accepted at LREC-COLING 2024

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis

Zhenxiao Cheng, Jie Zhou, Wen Wu, Qin Chen, Liang He

Comments Accepted by COLING 2024

A Call for Clarity in Beam Search: How It Works and When It Stops

Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Dragomir Radev, Yejin Choi, Noah A. Smith

Comments LREC-COLING 2024

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It)

Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi

Comments Accepted to LREC-COLING 2024

Can GPT-4 Identify Propaganda? Annotation and Detection of Propaganda Spans in News Articles

Maram Hasanain, Fatema Ahmed, Firoj Alam

Comments Accepted as a full paper at LREC-COLING 2024

Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset

Santosh T. Y. S. S, Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, Joel Niklaus

Comments Accepted at LREC-COLING 2024

A Frustratingly Simple Decoding Method for Neural Text Generation

Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi

Comments LREC-Coling 2024

Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval

Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu

Comments Accepted to LREC-COLING 2024

RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions

Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang

Comments Accepted by COLING 2024

SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models

Zekun Wang, Jingchang Chen, Wangchunshu Zhou, Haichao Zhu, Jiafeng Liang, Liping Shan, Ming Liu, Dongliang Xu, Qing Yang, Bing Qin

Comments COLING-LREC 2024

Linguistic Profiling of a Neural Language Model

Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi

Comments Accepted to COLING 2020

Journal ref Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property

Shiwen Ni, Minghuan Tan, Yuelin Bai, Fuqiang Niu, Min Yang, Bowen Zhang, Ruifeng Xu, Xiaojun Chen, Chengming Li, Xiping Hu, Ye Li, Jianping Fan

Journal ref LREC-COLING 2024

An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation

Ahmet Gunduz, Kamer Ali Yuksel, Kareem Darwish, Golara Javadi, Fabio Minazzi, Nicola Sobieski, Sebastien Bratieres

Comments 9 Pages, 6 Figures, 4 Tables, LREC-COLING 2024

Layer-wise Regularized Dropout for Neural Language Models

Shiwen Ni, Min Yang, Ruifeng Xu, Chengming Li, Xiping Hu

Journal ref LREC-COLING 2024

ASEM: Enhancing Empathy in Chatbot through Attention-based Sentiment and Emotion Modeling

Omama Hamad, Ali Hamdi, Khaled Shaban

Comments Accepted to the LREC-COLING 2024

Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency

Min Zeng, Jiexin Kuang, Mengyang Qiu, Jayoung Song, Jungyeul Park

Comments To appear in LREC-COLING 2024, short paper (preprint)