EACL 2024

766 papers

The Generative AI Paradox in Evaluation: “What It Can Solve, It May Not Evaluate”

Juhyun Oh, Eunsu Kim, Inha Cha, Alice Oh

Representation and Generation of Machine Learning Test Functions

Souha Ben Hassine, Steven Wilson

Large Language Models for Mathematical Reasoning: Progresses and Challenges

Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang

A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs

Basak Bozkurt

Thesis Proposal: Detecting Agency Attribution

Igor Ryazanov, Johanna Björklund

Reforging : A Method for Constructing a Linguistically Valid Japanese CCG Treebank

Asa Tomita, Hitomi Yanaka, Daisuke Bekki

Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation

Seth Aycock, Rachel Bawden

Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection

Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, Sarah M. Preum

A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models

Marc Braun, Jenny Kunz

Arabic Synonym BERT-based Adversarial Examples for Text Classification

Norah Alshahrani, Saied Alshahrani, Esma Wali, Jeanna Matthews

HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs

Cem Uluoglakci, Tugba Temizel

AttriSage: Product Attribute Value Extraction Using Graph Neural Networks

Rohan Potta, Mallika Asthana, Siddhant Yadav, Nidhi Goyal, Sai Patnaik

Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases

Yiheng Shu, Zhiwei Yu

UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts

Iñigo Parra

Toward Zero-Shot Instruction Following

Renze Lou, Wenpeng Yin

Can Stanza be Used for Part-of-Speech Tagging Historical Polish?

Maria Irena Szawerna

The KIND Dataset: A Social Collaboration Approach for Nuanced Dialect Data Collection

Asma Yamani, Raghad Alziyady, Reem AlYami, Salma Albelali, Leina Albelali

Generating Diverse Translation with Perturbed kNN-MT

Yuto Nishida, Makoto Morishita, Hidetaka Kamigaito, Taro Watanabe

AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes

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

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling

Talia Tseriotou, Ryan Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina

LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking

Fahim Dalvi, Maram Hasanain, Sabri Boughorbel, Basel Mousi, Samir Abdaljalil

FRAPPE: FRAming, Persuasion, and Propaganda Explorer

Ahmed Sajwani, Alaa El Setohy, Ali Mekky, Diana Turmakhan, Lara Hassan

TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization

Shahbaz Syed, Khalid Al Khatib, Martin Potthast

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies

Anh Dau, Jin L.c. Guo, Nghi Bui

X-AMR Annotation Tool

Shafiuddin Rehan Ahmed, Jon Cai, Martha Palmer, James H. Martin

MEGAnno+: A Human-LLM Collaborative Annotation System

Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang

NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation

Shachar Rosenman, VASUDEV LAL, Phillip Howard

RAGAs: Automated Evaluation of Retrieval Augmented Generation

Shahul ES, Jithin James, Luis Espinosa Anke, Steven Schockaert

The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change

Dominik Schlechtweg, Shafqat Mumtaz Virk, Pauline Sander, Emma Sköldberg, Lukas Theuer Linke

MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki

Timothee Mickus, Stig-Arne Grönroos, Joseph Attieh, Michele Boggia, Ona de Gibert

GeospaCy: A tool for extraction and geographical referencing of spatial expressions in textual data

Syed Mehtab Alam, Elena Arsevska, Mathieu Roche, Maguelonne Teisseire

AnnoPlot: Interactive Visualizations of Text Annotations

Elisabeth Fittschen, Tim Fischer, Daniel Brühl, Julia Spahr, Yuliia Lysa

DP-NMT: Scalable Differentially Private Machine Translation

Timour Igamberdiev, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik Holmer

NarrativePlay: Interactive Narrative Understanding

Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li

ScamSpot: Fighting Financial Fraud in Instagram Comments

Stefan Erben, Andreas Waldis

Multi-party Multimodal Conversations Between Patients, Their Companions, and a Social Robot in a Hospital Memory Clinic

Angus Addlesee, Neeraj Cherakara, Nivan Nelson, Daniel Hernandez Garcia, Nancie Gunson

NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus

Kyoungyeon Cho, Seungkum Han, Young Rok Choi, Wonseok Hwang

Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection

Veronika Solopova, Viktoriia Herman, Christoph Benzmüller, Tim Landgraf

DepressMind: A Depression Surveillance System for Social Media Analysis

Roque Fernández-Iglesias, Marcos Fernandez-Pichel, Mario Ezra Aragón, David E. Losada

pyTLEX: A Python Library for TimeLine EXtraction

Akul Singh, Jared Hummer, Mustafa Ocal, Mark Finlayson

A Human-Centric Evaluation Platform for Explainable Knowledge Graph Completion

Zhao Xu, Wiem Ben Rim, Kiril Gashteovski, Timo Sztyler, Carolin Lawrence

kNN-BOX: A Unified Framework for Nearest Neighbor Generation

Wenhao Zhu, Qianfeng Zhao, Yunzhe Lv, Shujian Huang, Siheng Zhao

TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media Data

Maxime Masson, Christian Sallaberry, Marie-Noelle Bessagnet, Annig Le Parc Lacayrelle, Philippe Roose

Dynamic Masking Rate Schedules for MLM Pretraining

Zachary Ankner, Naomi Saphra, Davis Blalock, Jonathan Frankle, Matthew Leavitt

Pre-Training Methods for Question Reranking

Stefano Campese, Ivano Lauriola, Alessandro Moschitti

SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks

Gourab Dey, Adithya V Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha

A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry

Michael Toker, Oren Mishali, Ophir Münz-Manor, Benny Kimelfeld, Yonatan Belinkov

Rethinking Loss Functions for Fact Verification

Yuta Mukobara, Yutaro Shigeto, Masashi Shimbo

STORiCo: Storytelling TTS for Hindi with Character Voice Modulation

Pavan Tankala, Preethi Jyothi, Preeti Rao, Pushpak Bhattacharyya

Sentence Representations via Gaussian Embedding

Shohei Yoda, Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda

Defending Against Disinformation Attacks in Open-Domain Question Answering

Orion Weller, Aleem Khan, Nathaniel Weir, Dawn Lawrie, Benjamin Van Durme

Corpus-Steered Query Expansion with Large Language Models

Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates

Flow Matching for Conditional Text Generation in a Few Sampling Steps

Vincent Hu, Di Wu, Yuki Asano, Pascal Mettes, Basura Fernando

Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for Text Classification

Boonnithi Jiaramaneepinit, Thodsaporn Chay-intr, Kotaro Funakoshi, Manabu Okumura

A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation

Phillip Schneider, Manuel Klettner, Elena Simperl, Florian Matthes

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study

Zhaoyue Sun, Gabriele Pergola, Byron Wallace, Yulan He

Less is More for Long Document Summary Evaluation by LLMs

Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka

Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning

Ashish Agrawal, Barah Fazili, Preethi Jyothi

Robust Neural Machine Translation for Abugidas by Glyph Perturbation

Hour Kaing, Chenchen Ding, Hideki Tanaka, Masao Utiyama

CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages

Kaushal Maurya, Rahul Kejriwal, Maunendra Desarkar, Anoop Kunchukuttan

Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors

Niloofar Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick

Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?

Joris Baan, Raquel Fernández, Barbara Plank, Wilker Aziz

A Prompt Response to the Demand for Automatic Gender-Neutral Translation

Beatrice Savoldi, Andrea Piergentili, Dennis Fucci, Matteo Negri, Luisa Bentivogli

Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____>

Evgenia Ilia, Wilker Aziz

From Partial to Strictly Incremental Constituent Parsing

Ana Ezquerro, Carlos Gómez-Rodríguez, David Vilares

Source Identification in Abstractive Summarization

Yoshi Suhara, Dimitris Alikaniotis

”It’s how you do things that matters”: Attending to Process to Better Serve Indigenous Communities with Language Technologies

Ned Cooper, Courtney Heldreth, Ben Hutchinson

Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method

Joshua Zingale, Jugal Kalita

The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks

Anders Giovanni Møller, Arianna Pera, Jacob Dalsgaard, Luca Aiello

Multimodal Fallacy Classification in Political Debates

Eleonora Mancini, Federico Ruggeri, Paolo Torroni

Over-Reasoning and Redundant Calculation of Large Language Models

Cheng-Han Chiang, Hung-yi Lee

Evaluating Unsupervised Argument Aligners via Generation of Conclusions of Structured Scientific Abstracts

Yingqiang Gao, Nianlong Gu, Jessica Lam, James Henderson, Richard Hahnloser

On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization

Lorenzo Jaime Flores, Arman Cohan

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer

Marinela Parovic, Ivan Vulić, Anna Korhonen

Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement

Hana Kim, Kai Ong, Seoyeon Kim, Dongha Lee, Jinyoung Yeo

Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance

Adrian Theuma, Ehsan Shareghi

Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics

Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara

Leveraging Implicit Feedback from Deployment Data in Dialogue

Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

Sanjana Ramprasad, Kundan Krishna, Zachary Lipton, Byron Wallace

Multilingual Gradient Word-Order Typology from Universal Dependencies

Emi Baylor, Esther Ploeger, Johannes Bjerva

Injecting Wiktionary to improve token-level contextual representations using contrastive learning

Anna Mosolova, Marie Candito, Carlos Ramisch

Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding

Rico Sennrich, Jannis Vamvas, Alireza Mohammadshahi

Multi-Level Attention Aggregation for Language-Agnostic Speaker Replication

Yejin Jeon, Gary Lee

More Discriminative Sentence Embeddings via Semantic Graph Smoothing

Chakib Fettal, lazhar labiod, Mohamed NADIF

French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs

Msvpj Sathvik, Abhilash Dowpati, Revanth Narra

CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification

Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao

Text-Guided Image Clustering

Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks

Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang

Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition

Jonas Golde, Felix Hamborg, Alan Akbik

Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models

Sara Rajaee, Christof Monz

Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test

Aditi Khandelwal, Utkarsh Agarwal, Kumar Tanmay, Monojit Choudhury

Gradient-Based Language Model Red Teaming

Nevan Wichers, Carson Denison, Ahmad Beirami

Backward Compatibility During Data Updates by Weight Interpolation

Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao

Generative Dense Retrieval: Memory Can Be a Burden

Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes

Barry Yao, Sijia Wang, Yu Chen, Qifan Wang, Minqian Liu

Can we obtain significant success in RST discourse parsing by using Large Language Models?

Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura

Syntactic Preposing and Discourse Relations

Yunfang Dong, Xixian Liao, Bonnie Webber

System-Level Natural Language Feedback

Weizhe Yuan, Kyunghyun Cho, Jason Weston

Counterfactual Reasoning with Knowledge Graph Embeddings

Lena Zellinger, Andreas Stephan, Benjamin Roth

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis

Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini