EACL (Findings)

Publications

2024

Daisuke Oba, Masahiro Kaneko, Danushka Bollegala
In-Contextual Gender Bias Suppression for Large Language Models. EACL (Findings) (2024)
Luis Lugo, Valentin Vielzeuf
Towards efficient self-supervised representation learning in speech processing. EACL (Findings) (2024)
Yichen Jiang, Marco Del Vecchio, Mohit Bansal, Anders Johannsen
Hierarchical and Dynamic Prompt Compression for Efficient Zero-shot API Usage. EACL (Findings) (2024)
Lijie Hu, Ivan Habernal, Lei Shen, Di Wang
Differentially Private Natural Language Models: Recent Advances and Future Directions. EACL (Findings) (2024)
EuiYul Song, Sangryul Kim, Haeju Lee, Joonkee Kim, James Thorne
Re3val: Reinforced and Reranked Generative Retrieval. EACL (Findings) (2024)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) (2024)
Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae
Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning. EACL (Findings) (2024)
Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg, Anoop Kumar, Anna Rumshisky, Aram Galstyan
Prompt Perturbation Consistency Learning for Robust Language Models. EACL (Findings) (2024)
Yue Zhang, Quan Guo, Parisa Kordjamshidi
NavHint: Vision and Language Navigation Agent with a Hint Generator. EACL (Findings) (2024)
Shivani Kumar, Tanmoy Chakraborty
Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues. EACL (Findings) (2024)
David Dukic, Kiril Gashteovski, Goran Glavas, Jan Snajder
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection. EACL (Findings) (2024)
Mithun Das, Saurabh Kumar Pandey, Shivansh Sethi, Punyajoy Saha, Animesh Mukherjee
Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi. EACL (Findings) (2024)
Muhammad Ali, Yan Hu, Jianbin Qin, Di Wang
Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET). EACL (Findings) (2024)
Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman
Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities. EACL (Findings) (2024)
Masahiro Kaneko, Graham Neubig, Naoaki Okazaki
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach. EACL (Findings) (2024)
Rodrigo Wilkens, Patrick Watrin, Rémi Cardon, Alice Pintard, Isabelle Gribomont, Thomas François
Exploring hybrid approaches to readability: experiments on the complementarity between linguistic features and transformers. EACL (Findings) (2024)
Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models. EACL (Findings) (2024)
Heejin Do, Yunsu Kim, Gary Lee
Autoregressive Score Generation for Multi-trait Essay Scoring. EACL (Findings) (2024)
Rob Goot
Where are we Still Split on Tokenization? EACL (Findings) (2024)
Pawel Maka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis
Sequence Shortening for Context-Aware Machine Translation. EACL (Findings) (2024)
Heng Yang, Ke Li
Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation. EACL (Findings) (2024)
Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras
Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks. EACL (Findings) (2024)
Shohei Higashiyama, Hiroki Ouchi, Hiroki Teranishi, Hiroyuki Otomo, Yusuke Ide, Aitaro Yamamoto, Hiroyuki Shindo, Yuki Matsuda, Shoko Wakamiya, Naoya Inoue, Ikuya Yamada, Taro Watanabe
Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation. EACL (Findings) (2024)
Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning. EACL (Findings) (2024)
Michela Lorandi, Anya Belz
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models. EACL (Findings) (2024)
Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) (2024)
Sachin Pawar, Nitin Ramrakhiyani, Anubhav Sinha, Manoj Apte, Girish K. Palshikar
Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models. EACL (Findings) (2024)
Md Mahfuz Ibn Alam, Sina Ahmadi, Antonios Anastasopoulos
CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation. EACL (Findings) (2024)
Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. EACL (Findings) (2024)
Max Ploner, Alan Akbik
Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL (Findings) (2024)
Chanjun Park, Jaehyung Seo, Seolhwa Lee, Junyoung Son, Hyeonseok Moon, Sugyeong Eo, Chanhee Lee, Heuiseok Lim
Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing. EACL (Findings) (2024)
Himanshu Beniwal, Kowsik Nandagopan D, Mayank Singh
Cross-lingual Editing in Multilingual Language Models. EACL (Findings) (2024)
Patrick Lee, Alain Chirino Trujillo, Diana Cuevas Plancarte, Olumide E. Ojo, Xinyi Liu, Iyanuoluwa Shode, Yuan Zhao, Anna Feldman, Jing Peng
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms. EACL (Findings) (2024)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
How Does In-Context Learning Help Prompt Tuning? EACL (Findings) (2024)
Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning. EACL (Findings) (2024)
Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. EACL (Findings) (2024)
Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Tao Qin, Howard Lee
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information. EACL (Findings) (2024)
Andreas Waldis, Yufang Hou, Iryna Gurevych
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization. EACL (Findings) (2024)
Kai Konen, Sophie Jentzsch, Diaoulé Diallo, Peer Schütt, Oliver Bensch, Roxanne El Baff, Dominik Opitz, Tobias Hecking
Style Vectors for Steering Generative Large Language Models. EACL (Findings) (2024)
Dennis Ulmer, Chrysoula Zerva, André F. T. Martins
Non-Exchangeable Conformal Language Generation with Nearest Neighbors. EACL (Findings) (2024)
Vincent Jung, Lonneke van der Plas
Understanding the effects of language-specific class imbalance in multilingual fine-tuning. EACL (Findings) (2024)
Nadav Benedek, Lior Wolf
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation. EACL (Findings) (2024)
Zhuang Li, Levon Haroutunian, Raj Tumuluri, Phil Cohen, Gholamreza Haffari
Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach. EACL (Findings) (2024)
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao
PromptExplainer: Explaining Language Models through Prompt-based Learning. EACL (Findings) (2024)
Tao Li, Gang Li, Jingjie Zheng, Purple Wang, Yang Li
MUG: Interactive Multimodal Grounding on User Interfaces. EACL (Findings) (2024)
Ruixue Lian, William A. Sethares, Junjie Hu
Learning Label Hierarchy with Supervised Contrastive Learning. EACL (Findings) (2024)
Tiago Almeida, Sérgio Matos
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval. EACL (Findings) (2024)
Wafaa Mohammed, Vlad Niculae
On Measuring Context Utilization in Document-Level MT Systems. EACL (Findings) (2024)
Hamed Rahimi, David Mimno, Jacob Louis Hoover, Hubert Naacke, Camélia Constantin, Bernd Amann
Contextualized Topic Coherence Metrics. EACL (Findings) (2024)
Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant
Large Language Models for Psycholinguistic Plausibility Pretesting. EACL (Findings) (2024)