COLING

Projective Methods for Mitigating Gender Bias in Pre-trained Language Models

Hillary Dawkins, Isar Nejadgholi, Daniel Gillis, Judi McCuaig

Journal ref Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

A Corpus for Sentence-level Subjectivity Detection on English News Articles

Francesco Antici, Andrea Galassi, Federico Ruggeri, Katerina Korre, Arianna Muti, Alessandra Bardi, Alice Fedotova, Alberto Barrón-Cedeño

Comments LREC-COLING 2024, pages 273-285

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs

Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong

Comments Accepted for publication at LREC-COLING 2024

Can multiple-choice questions really be useful in detecting the abilities of LLMs?

Wangyue Li, Liangzhi Li, Tong Xiang, Xiao Liu, Wei Deng, Noa Garcia

Comments LREC-COLING 2024

CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization

Ruochen Zhang, Carsten Eickhoff

Comments Accepted at LREC-COLING 2024

Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data

Biplob Biswas, Rajiv Ramnath

Comments 10 pages, 5 figures, ECNLP 7 @ LREC-COLING 2024

DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues

Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang

Comments Accepted by COLING 2024

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, XuanJing Huang

Comments 17 pages, 14 figures, accepted by LREC-COLING 2024

Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models

Andreas Säuberli, Simon Clematide

Comments Accepted for publication at the 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI) at LREC-COLING 2024; correction after publication: swapped "guessing setting" and "comprehension setting" in Section 4.5

Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation

Seunghyun Ji, Hagai Raja Sinulingga, Darongsae Kwon

Comments 11 pages, 3 figures, 5 tables. Oral presentation was given in SIGUL 2024, a satellite workshop of LREC-COLING 2024 (https://sigul-2024.ilc.cnr.it/wp-content/uploads/2024/05/Ji-et-al.pdf)

Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus

Fons Hartendorp, Tom Seinen, Erik van Mulligen, Suzan Verberne

Comments Published in the CL4Health workshop on Patient-oriented language processing @ LREC-COLING 2024

CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English

Andrew Rueda, Elena Álvarez Mellado, Constantine Lignos

Comments Accepted to LREC-COLING 2024

Journal ref Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 3718-3728

Towards a Framework for Evaluating Explanations in Automated Fact Verification

Neema Kotonya, Francesca Toni

Comments Accepted at LREC-COLING 2024; Updated Author Affiliation

K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling

Haven Kim, Jongmin Jung, Dasaem Jeong, Juhan Nam

Comments LREC-COLING 2024

Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels

Panatchakorn Anantaprayoon, Masahiro Kaneko, Naoaki Okazaki

Comments LREC-COLING 2024

Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection

Shaoxiong Ji, Ya Gao, Pekka Marttinen

Comments LREC-COLING 2024

IT5: Text-to-text Pretraining for Italian Language Understanding and Generation

Gabriele Sarti, Malvina Nissim

Comments LREC-COLING 2024. Code and checkpoints: https://github.com/gsarti/it5

Journal ref Proceedings of LREC-COLING (2024) 9422-9433

Evaluating Saliency Explanations in NLP by Crowdsourcing

Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi, Hisashi Kashima

Comments 13 pages, 4 figures, Accepted for LREC-Coling 2024 (Oral)

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings

Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz

Comments Accepted for LREC-COLING 2024

Biomedical Entity Linking as Multiple Choice Question Answering

Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng

Comments Accepted by COLING 2024

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks

Ileana Rugina, Rumen Dangovski, Li Jing, Preslav Nakov, Marin Soljačić

Comments Presented at LREC-COLING 2024: 12 pages, 4 figures, 11 tables

Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling

Guangmin Zheng, Jin Wang, Xiaobing Zhou, Xuejie Zhang

Comments Accepted by LREC-COLING 2024

QueryNER: Segmentation of E-commerce Queries

Chester Palen-Michel, Lizzie Liang, Zhe Wu, Constantine Lignos

Comments Accepted to LREC-COLING 2024

ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata

Jonne Sälevä, Constantine Lignos

Comments Accepted to LREC-COLING 2024. arXiv admin note: text overlap with arXiv:2202.14035

Prompting-based Synthetic Data Generation for Few-Shot Question Answering

Maximilian Schmidt, Andrea Bartezzaghi, Ngoc Thang Vu

Comments LREC-COLING 2024

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection

Dylan Phelps, Thomas Pickard, Maggie Mi, Edward Gow-Smith, Aline Villavicencio

Comments Presented at the MWE-UD Workshop at LREC-COLING 2024

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering

Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang

Comments LREC-Coling 2024

ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations

Tyler Loakman, Chenghua Lin

Comments Accepted to HumEval at LREC-Coling 2024. Table 1 updated

Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems

Bo-Han Lu, Yi-Hsuan Lin, En-Shiun Annie Lee, Richard Tzong-Han Tsai

Comments Accepted by LREC-COLING 2024 as a long oral paper

Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques

Michela Lorandi, Anya Belz

Comments The Fourth Workshop on Human Evaluation of NLP Systems (HumEval 2024) at LREC-COLING 2024