EACL 2024

766 papers

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning

Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu

Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness

Hossein A. Rahmani, Xi Wang, Mohammad Aliannejadi, Mohammadmehdi Naghiaei, Emine Yilmaz

Random Smooth-based Certified Defense against Text Adversarial Attack

Zeliang Zhang, Wei Yao, Susan Liang, Chenliang Xu

Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction

Prakamya Mishra, Lincy Pattanaik, Arunima Sundar, Nishant Yadav, Mayank Kulkarni

Exploring efficient zero-shot synthetic dataset generation for Information Retrieval

Tiago Almeida, Sérgio Matos

Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection

David Dukić, Kiril Gashteovski, Goran Glavaš, Jan Šnajder

MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification

Xia Zeng, Arkaitz Zubiaga

IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline

Pulkit Agarwal, Settaluri Sravanthi, Pushpak Bhattacharyya

What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition

Carolin Holtermann, Markus Frohmann, Navid Rekabsaz, Anne Lauscher

Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks

Danae Sánchez Villegas, Daniel Preoţiuc-Pietro, Nikolaos Aletras

Autism Detection in Speech – A Survey

Nadine Probol, Margot Mieskes

Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models

Sachin Pawar, Nitin Ramrakhiyani, Anubhav Sinha, Manoj Apte, Girish Palshikar

Relabeling Minimal Training Subset to Flip a Prediction

Jinghan Yang, Linjie Xu, Lequan Yu

Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals

Christian Khairallah, Reham Marzouk, Salam Khalifa, Mayar Nassar, Nizar Habash

Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?

Rishav Hada, Varun Gumma, Adrian de Wynter, Harshita Diddee, Mohamed Ahmed

IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators

Luyang Lin, Lingzhi Wang, Xiaoyan Zhao, Jing Li, Kam-Fai Wong

On the Intractability to Synthesize Factual Inconsistencies in Summarization

Ge Luo, Weisi Fan, Miaoran Li, Youbiao He, Yinfei Yang

Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis

Oscar Chew, Hsuan-tien Lin, Kai-Wei Chang, Kuan-Hao Huang

Explaining Language Model Predictions with High-Impact Concepts

Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty

Learning High-Quality and General-Purpose Phrase Representations

Lihu Chen, Gael Varoquaux, Fabian Suchanek

Rethinking STS and NLI in Large Language Models

Yuxia Wang, Minghan Wang, Preslav Nakov

CEO: Corpus-based Open-Domain Event Ontology Induction

Nan Xu, Hongming Zhang, Jianshu Chen

Bridging Cultural Nuances in Dialogue Agents through Cultural Value Surveys

Yong Cao, Min Chen, Daniel Hershcovich

Do Language Models Know When They’re Hallucinating References?

Ayush Agrawal, Mirac Suzgun, Lester Mackey, Adam Kalai

Do-Not-Answer: Evaluating Safeguards in LLMs

Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin

PromptExplainer: Explaining Language Models through Prompt-based Learning

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao

MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms

Patrick Lee, Alain Chirino Trujillo, Diana Cuevas Plancarte, Olumide Ojo, Xinyi Liu

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models

Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Ivan Oseledets, Denis Dimitrov

Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling

Qingyang Wu, Zhou Yu

Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using Transformers

Niv Fono, Harel Moshayof, Eldar Karol, Itai Assraf, Mark Last

Probing Critical Learning Dynamics of PLMs for Hate Speech Detection

Sarah Masud, Mohammad Aflah Khan, Vikram Goyal, Md Shad Akhtar, Tanmoy Chakraborty

Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage

Hanyin Shao, Jie Huang, Shen Zheng, Kevin Chang

Consistent Joint Decision-Making with Heterogeneous Learning Models

Hossein Rajaby Faghihi, Parisa Kordjamshidi

Style Vectors for Steering Generative Large Language Models

Kai Konen, Sophie Jentzsch, Diaoulé Diallo, Peer Schütt, Oliver Bensch

On-the-fly Denoising for Data Augmentation in Natural Language Understanding

Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song

Investigating grammatical abstraction in language models using few-shot learning of novel noun gender

Priyanka Sukumaran, Conor Houghton, Nina Kazanina

Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling

Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen

Backtracing: Retrieving the Cause of the Query

Rose Wang, Pawan Wirawarn, Omar Khattab, Noah Goodman, Dorottya Demszky

Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations

Chunkit Chan, Cheng Jiayang, Weiqi Wang, Yuxin Jiang, Tianqing Fang

Prosody in Cascade and Direct Speech-to-Text Translation: a case study on Korean Wh-Phrases

Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow

Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning

Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah

Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues

Shivani Kumar, Tanmoy Chakraborty

Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings

Na Min An, Sania Waheed, James Thorne

Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset

Minju Kim, Heuiyeen Yeen, Myoung-Wan Koo

Reward Engineering for Generating Semi-structured Explanation

Jiuzhou Han, Wray Buntine, Ehsan Shareghi

Revisiting the Markov Property for Machine Translation

Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang

Personalized Abstractive Summarization by Tri-agent Generation Pipeline

Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He

Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning

Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae

Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning

Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae

Knowledge Generation for Zero-shot Knowledge-based VQA

Rui Cao, Jing Jiang

Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation

Shohei Higashiyama, Hiroki Ouchi, Hiroki Teranishi, Hiroyuki Otomo, Yusuke Ide

Learning to Compare Financial Reports for Financial Forecasting

Ross Koval, Nicholas Andrews, Xifeng Yan

Differentially Private Natural Language Models: Recent Advances and Future Directions

Lijie Hu, Ivan Habernal, Lei Shen, Di Wang

Contextualization Distillation from Large Language Model for Knowledge Graph Completion

Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha

Towards Unified Uni- and Multi-modal News Headline Generation

Mateusz Krubiński, Pavel Pecina

(Chat)GPT v BERT Dawn of Justice for Semantic Change Detection

Francesco Periti, Haim Dubossarsky, Nina Tahmasebi

Entity Linking in the Job Market Domain

Mike Zhang, Rob van der Goot, Barbara Plank

Re3val: Reinforced and Reranked Generative Retrieval

EuiYul Song, Sangryul Kim, Haeju Lee, Joonkee Kim, James Thorne

Large Language Models for Scientific Information Extraction: An Empirical Study for Virology

Mahsa Shamsabadi, Jennifer D’Souza, Sören Auer

Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition

Tu Nguyen, Nedim Šrndić, Alexander Neth

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach

Zhuang Li, Levon Haroutunian, Raj Tumuluri, Philip Cohen, Reza Haf

Towards efficient self-supervised representation learning in speech processing

Luis Lugo, Valentin Vielzeuf

A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models

Chen Bowen, Rune Sætre, Yusuke Miyao

OYXOY: A Modern NLP Test Suite for Modern Greek

Konstantinos Kogkalidis, Stergios Chatzikyriakidis, Eirini Giannikouri, Vasiliki Katsouli, Christina Klironomou

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models

Peiqin Lin, Chengzhi Hu, Zheyu Zhang, Andre Martins, Hinrich Schuetze

Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation

Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam

PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation

Nadav Benedek, Lior Wolf

MUG: Interactive Multimodal Grounding on User Interfaces

Tao Li, Gang Li, Jingjie Zheng, Purple Wang, Yang Li

Inconsistent dialogue responses and how to recover from them

Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu

Barriers to Effective Evaluation of Simultaneous Interpretation

Shira Wein, Te I, Colin Cherry, Juraj Juraska, Dirk Padfield

An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics

Saba Ahmadi, Aishwarya Agrawal

Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation

Heng Yang, Ke Li

Large Language Models for Psycholinguistic Plausibility Pretesting

Samuel Amouyal, Aya Meltzer-Asscher, Jonathan Berant

How Does In-Context Learning Help Prompt Tuning?

Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer

A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages

Nikita Martynov, Mark Baushenko, Anastasia Kozlova, Katerina Kolomeytseva, Aleksandr Abramov

Where are we Still Split on Tokenization?

Rob van der Goot

Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models?

Piush Aggarwal, Jawar Mehrabanian, Weigang Huang, Özge Alaçam, Torsten Zesch

NavHint: Vision and Language Navigation Agent with a Hint Generator

Yue Zhang, Quan Guo, Parisa Kordjamshidi

ParrotTTS: Text-to-speech synthesis exploiting disentangled self-supervised representations

Neil Shah, Saiteja Kosgi, Vishal Tambrahalli, Neha S, Anil Nelakanti

Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing

Chanjun Park, Jaehyung Seo, Seolhwa Lee, Junyoung Son, Hyeonseok Moon

FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering

Yuhan Chen, Shuqi Li, Rui Yan

Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation

Heejoon Koo

GPTs Are Multilingual Annotators for Sequence Generation Tasks

Juhwan Choi, Eunju Lee, Kyohoon Jin, YoungBin Kim

Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han

LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings

Firoj Alam, Shammur Absar Chowdhury, Sabri Boughorbel, Maram Hasanain

Transformer-specific Interpretability

Hosein Mohebbi, Jaap Jumelet, Michael Hanna, Afra Alishahi, Willem Zuidema

Language + Molecules

Carl Edwards, Qingyun Wang, Heng Ji

Item Response Theory for Natural Language Processing

John P. Lalor, Pedro Rodriguez, João Sedoc, José Hernández-Orallo

Computational modeling of semantic change

Pierluigi Cassotti, Francesco Periti, Stefano De Pascale, Haim Dubossarsky, Nina Tahmasebi

Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation

Tiziano Labruna, Sofia Brenna, Bernardo Magnini

Toward Sentiment Aware Semantic Change Analysis

Roksana Goworek, Haim Dubossarsky

Thesis Proposal: Detecting Empathy Using Multimodal Language Model

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

Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels

Kanishka Silva, Ingo Frommholz, Burcu Can, Fred Blain, Raheem Sarwar

Benchmarking Diffusion Models for Machine Translation

Yunus Demirag, Danni Liu, Jan Niehues

Can docstring reformulation with an LLM improve code generation?

Nicola Dainese, Alexander Ilin, Pekka Marttinen

GesNavi: Gesture-guided Outdoor Vision-and-Language Navigation

Aman Jain, Teruhisa Misu, Kentaro Yamada, Hitomi Yanaka

The Impact of Integration Step on Integrated Gradients

Masahiro Makino, Yuya Asazuma, Shota Sasaki, Jun Suzuki

Japanese-English Sentence Translation Exercises Dataset for Automatic Grading

Naoki Miura, Hiroaki Funayama, Seiya Kikuchi, Yuichiroh Matsubayashi, Yuya Iwase

Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering

Arijit Chowdhury, Aman Chadha