EACL 2024

766 papers

MasonPerplexity at Multimodal Hate Speech Event Detection 2024: Hate Speech and Target Detection Using Transformer Ensembles

Amrita Ganguly, Al Nahian Bin Emran, Sadiya Sayara Chowdhury Puspo, Md Nishat Raihan, Dhiman Goswami

HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection

Raquel Rodriguez-Garcia, Julio Reyes Montesinos, Jesus M. Fraile-Hernandez, Anselmo Peñas

ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements

Ahmet Kaya, Oguzhan Ozcelik, Cagri Toraman

AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models

Ahmed El-Sayed, Omar Nasr

NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection

Christina Christodoulou

HAMiSoN-MTL at ClimateActivism 2024: Detection of Hate Speech, Targets, and Stance using Multi-task Learning

Raquel Rodriguez-Garcia, Roberto Centeno

JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech

Hristo Tanev

HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language models

Jesus M. Fraile-Hernandez, Anselmo Peñas

CLTL@Multimodal Hate Speech Event Detection 2024: The Winning Approach to Detecting Multimodal Hate Speech and Its Targets

Yeshan Wang, Ilia Markov

RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features

Vasile Pais

YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model

Yosuke Yamagishi

Evaluating ChatGPT’s Ability to Detect Hate Speech in Turkish Tweets

Somaiyeh Dehghan, Berrin Yanikoglu

Socio-political Events of Conflict and Unrest: A Survey of Available Datasets

Helene Olsen, Étienne Simon, Erik Velldal, Lilja Øvrelid

Leveraging Approximate Pattern Matching with BERT for Event Detection

Hristo Tanev

Timeline Extraction from Decision Letters Using ChatGPT

Femke Bakker, Ruben Van Heusden, Maarten Marx

Fine-Tuning Language Models on Dutch Protest Event Tweets

Meagan Loerakker, Laurens Müter, Marijn Schraagen

The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods

Evan Fellman, Jacob Tyo, Zachary Lipton

Did the Names I Used within My Essay Affect My Score? Diagnosing Name Biases in Automated Essay Scoring

Ricardo Muñoz Sánchez, Simon Dobnik, Maria Irena Szawerna, Therese Lindström Tiedemann, Elena Volodina

When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification

Thomas Vakili, Tyr Hullmann, Aron Henriksson, Hercules Dalianis

Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts

Shayna Gardiner, Tania Habib, Kevin Humphreys, Masha Azizi, Frédéric Mailhot

Detecting Personal Identifiable Information in Swedish Learner Essays

Maria Irena Szawerna, Simon Dobnik, Ricardo Muñoz Sánchez, Therese Lindström Tiedemann, Elena Volodina

Extending Off-the-shelf NER Systems to Personal Information Detection in Dialogues with a Virtual Agent: Findings from a Real-Life Use Case

Mario Mina, Carlos Rodríguez, Aitor Gonzalez-Agirre, Marta Villegas

Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model

Phuong Ngo, Miguel Tejedor, Therese Olsen Svenning, Taridzo Chomutare, Andrius Budrionis

PSILENCE: A Pseudonymization Tool for International Law

Luis Adrián Cabrera-Diego, Akshita Gheewala

Automatic Detection and Labelling of Personal Data in Case Reports from the ECHR in Spanish: Evaluation of Two Different Annotation Approaches

Maria Sierro, Begoña Altuna, Itziar Gonzalez-Dios

Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain

Tomohiro Nishiyama, Lisa Raithel, Roland Roller, Pierre Zweigenbaum, Eiji Aramaki

Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization

Dalton Simancek, V.G.Vinod Vydiswaran

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries

Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong

Understanding the effects of language-specific class imbalance in multilingual fine-tuning

Vincent Jung, Lonneke Plas

HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations

Minh Huynh Nguyen, Nghi D. Q. Bui, Truong Son Hy, Long Tran Thanh, Tien N. Nguyen

The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs

Paul Youssef, Jörg Schlötterer, Christin Seifert

Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models

Maxime Fily, Guillaume Wisniewski, Séverine Guillaume, Gilles Adda, Alexis Michaud

Exploring hybrid approaches to readability: experiments on the complementarity between linguistic features and transformers

Rodrigo Wilkens, Patrick Watrin, Rémi Cardon, Alice Pintard, Isabelle Gribomont

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI

Jianguo Zhang, Kun Qian, Zhiwei Liu, Shelby Heinecke, Rui Meng

Joint Inference of Retrieval and Generation for Passage Re-ranking

Wei Fang, Yung-Sung Chuang, James Glass

BMX: Boosting Natural Language Generation Metrics with Explainability

Christoph Leiter, Hoa Nguyen, Steffen Eger

CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information

Siun Kim, Jung-Hyun Won, David Lee, Renqian Luo, Lijun Wu

ICE-Score: Instructing Large Language Models to Evaluate Code

Terry Yue Zhuo

LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article

Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon, Shafin Rahman

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization

Andreas Waldis, Yufang Hou, Iryna Gurevych

Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation

Hyeonseok Moon, Jaewook Lee, Sugyeong Eo, Chanjun Park, Jaehyung Seo

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing

Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Tran

Hierarchical and Dynamic Prompt Compression for Efficient Zero-shot API Usage

Yichen Jiang, Marco Vecchio, Mohit Bansal, Anders Johannsen

AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents

Abraham Owodunni, Aditya Yadavalli, Chris Emezue, Tobi Olatunji, Clinton Mbataku

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference

Parsa Kavehzadeh, Mojtaba Valipour, Marzieh Tahaei, Ali Ghodsi, Boxing Chen

Cross-lingual Editing in Multilingual Language Models

Himanshu Beniwal, Kowsik D, Mayank Singh

Testing the Depth of ChatGPT’s Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5’s Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking

David Bayani

Better Explain Transformers by Illuminating Important Information

Linxin Song, Yan Cui, Ao Luo, Freddy Lecue, Irene Li

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

Younghun Lee, Dan Goldwasser, Laura Schwab Reese

Let’s Negotiate! A Survey of Negotiation Dialogue Systems

Haolan Zhan, Yufei Wang, Zhuang Li, Tao Feng, Yuncheng Hua

Can Large Language Models Understand Context?

Yilun Zhu, Joel Ruben Antony Moniz, Shruti Bhargava, Jiarui Lu, Dhivya Piraviperumal

When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets

Orion Weller, Kyle Lo, David Wadden, Dawn Lawrie, Benjamin Van Durme

Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies

Florian Ludwig, Klara Dolos, Ana Alves-Pinto, Torsten Zesch

Language is All a Graph Needs

Ruosong Ye, Caiqi Zhang, Runhui Wang, Shuyuan Xu, Yongfeng Zhang

Self-training Strategies for Sentiment Analysis: An Empirical Study

Haochen Liu, Sai Rallabandi, Yijing Wu, Parag Dakle, Preethi Raghavan

Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering

Yongho Song, Dahyun Lee, Myungha Jang, Seung-won Hwang, Kyungjae Lee

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

Dennis Ulmer, Chrysoula Zerva, Andre Martins

Jigsaw Pieces of Meaning: Modeling Discourse Coherence with Informed Negative Sample Synthesis

Shubhankar Singh

Sequence Shortening for Context-Aware Machine Translation

Paweł Mąka, Yusuf Semerci, Jan Scholtes, Gerasimos Spanakis

QAEVENT: Event Extraction as Question-Answer Pairs Generation

Milind Choudhary, Xinya Du

CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation

Md Mahfuz Ibn Alam, Sina Ahmadi, Antonios Anastasopoulos

ProMISe: A Proactive Multi-turn Dialogue Dataset for Information-seeking Intent Resolution

Yash Butala, Siddhant Garg, Pratyay Banerjee, Amita Misra

Contextualized Topic Coherence Metrics

Hamed Rahimi, David Mimno, Jacob Hoover, Hubert Naacke, Camelia Constantin

Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune?

Max Ploner, Alan Akbik

In-Contextual Gender Bias Suppression for Large Language Models

Daisuke Oba, Masahiro Kaneko, Danushka Bollegala

Analyzing the Role of Part-of-Speech in Code-Switching: A Corpus-Based Study

Jie Chi, Peter Bell

SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction

Cédric Boscher, Christine Largeron, Véronique Eglin, Elöd Egyed-Zsigmond

Improving Backchannel Prediction Leveraging Sequential and Attentive Context Awareness

Yo-Han Park, Wencke Liermann, Yong-Seok Choi, Kong Joo Lee

Morphology Aware Source Term Masking for Terminology-Constrained NMT

Ander Corral, Xabier Saralegi

CMA-R: Causal Mediation Analysis for Explaining Rumour Detection

Lin Tian, Xiuzhen Zhang, Jey Han Lau

Autoregressive Score Generation for Multi-trait Essay Scoring

Heejin Do, Yunsu Kim, Gary Lee

Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach

Masahiro Kaneko, Graham Neubig, Naoaki Okazaki

On Measuring Context Utilization in Document-Level MT Systems

Wafaa Mohammed, Vlad Niculae

Teaching Probabilistic Logical Reasoning to Transformers

Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi

Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi

Mithun Das, Saurabh Pandey, Shivansh Sethi, Punyajoy Saha, Animesh Mukherjee

Trainable Hard Negative Examples in Contrastive Learning for Unsupervised Abstractive Summarization

Haojie Zhuang, Wei Emma Zhang, Chang Dong, Jian Yang, Quan Sheng

GrounDial: Human-norm Grounded Safe Dialog Response Generation

Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi

Learning Label Hierarchy with Supervised Contrastive Learning

Ruixue Lian, William Sethares, Junjie Hu

Exploiting Class Probabilities for Black-box Sentence-level Attacks

Raha Moraffah, Huan Liu

Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods

Mohammed Sabry, Anya Belz

Unified Embeddings for Multimodal Retrieval via Frozen LLMs

Ziyang Wang, Heba Elfardy, Markus Dreyer, Kevin Small, Mohit Bansal

Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities

Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman

Tsetlin Machine Embedding: Representing Words Using Logical Expressions

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Yadav, Jivitesh Sharma

Code-Switching and Back-Transliteration Using a Bilingual Model

Daniel Weisberg Mitelman, Nachum Dershowitz, Kfir Bar

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

Martha Lewis, Nihal Nayak, Peilin Yu, Jack Merullo, Qinan Yu

Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity

Eric Khiu, Hasti Toossi, David Anugraha, Jinyu Liu, Jiaxu Li

Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET)

Muhammad Ali, Yan Hu, Jianbin Qin, Di Wang

High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models

Michela Lorandi, Anya Belz

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders

Yingji Zhang, Danilo Carvalho, Marco Valentino, Ian Pratt-Hartmann, Andre Freitas

Aspect-based Key Point Analysis for Quantitative Summarization of Reviews

An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh

Local and Global Contexts for Conversation

Zuoquan Lin, Xinyi Shen

Event Semantic Classification in Context

Haoyu Wang, Hongming Zhang, Kaiqiang Song, Dong Yu, Dan Roth

Minimal Distillation Schedule for Extreme Language Model Compression

Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang

Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning

Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

Prompt Perturbation Consistency Learning for Robust Language Models

Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg, Anoop Kumar

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow

Syllable-level lyrics generation from melody exploiting character-level language model

Zhe Zhang, Karol Lasocki, Yi Yu, Atsuhiro Takasu

Goodhart’s Law Applies to NLP’s Explanation Benchmarks

Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary Lipton

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback

Nikhil Mehta, Milagro Teruel, Xin Deng, Sergio Figueroa Sanz, Ahmed Awadallah

Correcting Language Model Outputs by Editing Salient Layers

Kshitij Mishra, Tamer Soliman, Anil Ramakrishna, Aram Galstyan, Anoop Kumar