EACL 2023

712 papers

MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data

Sung-Min Lee, Eunhwan Park, Daeryong Seo, DongHyeon Jeon, Inho Kang

Better Pre-Training by Reducing Representation Confusion

Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang

Improving User Controlled Table-To-Text Generation Robustness

Hanxu Hu, Yunqing Liu, Zhongyi Yu, Laura Perez-Beltrachini

Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?

Sonal Sannigrahi, Josef van Genabith, Cristina España-Bonet

How Much Syntactic Supervision is “Good Enough”?

Hiroshi Noji, Yohei Oseki

A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions

Uri Berger, Lea Frermann, Gabriel Stanovsky, Omri Abend

ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification

Wangjie Jiang, Zhihao Ye, Bang Liu, Ruihui Zhao, Jianguang Zheng

Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation

Lingzhi Wang, Mrinmaya Sachan, Xingshan Zeng, Kam-Fai Wong

Style-Aware Contrastive Learning for Multi-Style Image Captioning

Yucheng Zhou, Guodong Long

Searching for Better Database Queries in the Outputs of Semantic Parsers

Anton Osokin, Irina Saparina, Ramil Yarullin

Performance and Risk Trade-offs for Multi-word Text Prediction at Scale

Aniket Vashishtha, S Sai Prasad, Payal Bajaj, Vishrav Chaudhary, Kate Cook

Does Masked Language Model Pre-training with Artificial Data Improve Low-resource Neural Machine Translation?

Hiroto Tamura, Tosho Hirasawa, Hwichan Kim, Mamoru Komachi

Grammatical Error Correction through Round-Trip Machine Translation

Yova Kementchedjhieva, Anders Søgaard

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities

Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo

JobXMLC: EXtreme Multi-Label Classification of Job Skills with Graph Neural Networks

Nidhi Goyal, Jushaan Kalra, Charu Sharma, Raghava Mutharaju, Niharika Sachdeva

Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues}

Pride Kavumba, Ana Brassard, Benjamin Heinzerling, Kentaro Inui

A Survey on Recent Advances in Keyphrase Extraction from Pre-trained Language Models

Mingyang Song, Yi Feng, Liping Jing

Decipherment as Regression: Solving Historical Substitution Ciphers by Learning Symbol Recurrence Relations

Nishant Kambhatla, Logan Born, Anoop Sarkar

Headline Token-based Discriminative Learning for Subheading Generation in News Article

Joonwon Jang, Misuk Kim

Global-Local Modeling with Prompt-Based Knowledge Enhancement for Emotion Inference in Conversation

Renxi Wang, Shi Feng

Fairness in Language Models Beyond English: Gaps and Challenges

Krithika Ramesh, Sunayana Sitaram, Monojit Choudhury

Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization

Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi

Generative Knowledge Selection for Knowledge-Grounded Dialogues

Weiwei Sun, Pengjie Ren, Zhaochun Ren

Towards End-to-End Open Conversational Machine Reading

Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao

AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models

Alexandra Chronopoulou, Matthew Peters, Alexander Fraser, Jesse Dodge

Mining Effective Features Using Quantum Entropy for Humor Recognition

Yang Liu, Yuexian Hou

Multi-View Source Ablation for Faithful Summarization

Shuyang Cao, Liang Ma, Di Lu, Robert L Logan IV, Joel Tetreault

Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models

Hiyori Yoshikawa, Naoaki Okazaki

Learning to Retrieve Engaging Follow-Up Queries

Christopher Richardson, Sudipta Kar, Anjishnu Kumar, Anand Ramachandran, Zeynab Raeesy

Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints

Albert Lu, Hongxin Zhang, Yanzhe Zhang, Xuezhi Wang, Diyi Yang

Generating Synthetic Speech from SpokenVocab for Speech Translation

Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi

Trained on 100 million words and still in shape: BERT meets British National Corpus

David Samuel, Andrey Kutuzov, Lilja Øvrelid, Erik Velldal

Embedding Recycling for Language Models

Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D’Arcy, Arman Cohan

Data Augmentation for Radiology Report Simplification

Ziyu Yang, Santhosh Cherian, Slobodan Vucetic

Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation

Mohammadreza Tayaranian Hosseini, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian

Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization

Ming Shen, Jie Ma, Shuai Wang, Yogarshi Vyas, Kalpit Dixit

Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action Anticipation

Sayontan Ghosh, Tanvi Aggarwal, Minh Hoai, Niranjan Balasubramanian

Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages

Ankan Mullick, Ishani Mondal, Sourjyadip Ray, Raghav R, G Chaitanya

Crawling The Internal Knowledge-Base of Language Models

Roi Cohen, Mor Geva, Jonathan Berant, Amir Globerson

Named Entity Recognition in a Very Homogenous Domain

Oshin Agarwal, Ani Nenkova

The Role of Semantic Parsing in Understanding Procedural Text

Hossein Rajaby Faghihi, Parisa Kordjamshidi, Choh Man Teng, James Allen

Best Practices in the Creation and Use of Emotion Lexicons

Saif Mohammad

Prompt-based Learning for Text Readability Assessment

Bruce W. Lee, Jason Lee

PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation

Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran, Huaiyu Zhu, Hiroshi Kanayama

Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models

Mohammadreza Banaei, Klaudia Bałazy, Artur Kasymov, Rémi Lebret, Jacek Tabor

Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog

Mayank Mishra, Danish Contractor, Dinesh Raghu

Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages

Simran Khanuja, Sebastian Ruder, Partha Talukdar

Double Retrieval and Ranking for Accurate Question Answering

Zeyu Zhang, Thuy Vu, Alessandro Moschitti

Neural Ranking with Weak Supervision for Open-Domain Question Answering : A Survey

Xiaoyu Shen, Svitlana Vakulenko, Marco Del Tredici, Gianni Barlacchi, Bill Byrne

A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models

Jimin Sun, Patrick Fernandes, Xinyi Wang, Graham Neubig

Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting

Zifan Jiang, Amit Moryossef, Mathias Müller, Sarah Ebling

Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering

Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha

On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction

Mir Tafseer Nayeem, Davood Rafiei

“Chère maison” or “maison chère”? Transformer-based prediction of adjective placement in French

Eleni Metheniti, Tim Van de Cruys, Wissam Kerkri, Juliette Thuilier, Nabil Hathout

EDU-level Extractive Summarization with Varying Summary Lengths

Yuping Wu, Ching-Hsun Tseng, Jiayu Shang, Shengzhong Mao, Goran Nenadic

Divergence-Based Domain Transferability for Zero-Shot Classification

Alexander Pugantsov, Richard McCreadie

Model-Agnostic Bias Measurement in Link Prediction

Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo

Cheating to Identify Hard Problems for Neural Machine Translation

Proyag Pal, Kenneth Heafield

An Extended Sequence Tagging Vocabulary for Grammatical Error Correction

Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan

SMATCH++: Standardized and Extended Evaluation of Semantic Graphs

Juri Opitz

JBLiMP: Japanese Benchmark of Linguistic Minimal Pairs

Taiga Someya, Yohei Oseki

Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers

Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavaš

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking

Derek Chen, Kun Qian, Zhou Yu

Exploring Data Augmentation for Code Generation Tasks

Pinzhen Chen, Gerasimos Lampouras

SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

Enhancing Dialogue Generation with Conversational Concept Flows

Siheng Li, Wangjie Jiang, Pengda Si, Cheng Yang, Qiu Yao

Noisy Parallel Data Alignment

Ruoyu Xie, Antonios Anastasopoulos

Assessing Monotonicity Reasoning in Dutch through Natural Language Inference

Gijs Wijnholds

On the Generalization Ability of Retrieval-Enhanced Transformers

Tobias Norlund, Ehsan Doostmohammadi, Richard Johansson, Marco Kuhlmann

Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents

Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin

Language Model Decoding as Likelihood–Utility Alignment

Martin Josifoski, Maxime Peyrard, Frano Rajič, Jiheng Wei, Debjit Paul

More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking

Alexandru Coca, Bo-Hsiang Tseng, Weizhe Lin, Bill Byrne

Longtonotes: OntoNotes with Longer Coreference Chains

Kumar Shridhar, Nicholas Monath, Raghuveer Thirukovalluru, Alessandro Stolfo, Manzil Zaheer

Topic Ontologies for Arguments

Yamen Ajjour, Johannes Kiesel, Benno Stein, Martin Potthast

Investigating anatomical bias in clinical machine learning algorithms

Jannik Pedersen, Martin Laursen, Pernille Vinholt, Anne Alnor, Thiusius Savarimuthu

Distinguishability Calibration to In-Context Learning

Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He

Learning Disentangled Representations for Natural Language Definitions

Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, Andre Freitas

Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy

Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks

Modelling Language Acquisition through Syntactico-Semantic Pattern Finding

Jonas Doumen, Katrien Beuls, Paul Van Eecke

Spelling convention sensitivity in neural language models

Elizabeth Nielsen, Christo Kirov, Brian Roark

An Intra-Class Relation Guided Approach for Code Comment Generation

Zhenni Wang, Xiaohan Yu, Yansong Feng, Dongyan Zhao

Hierarchical3D Adapters for Long Video-to-text Summarization

Pinelopi Papalampidi, Mirella Lapata

Open Information Extraction with Entity Focused Constraints

Prajna Upadhyay, Oana Balalau, Ioana Manolescu

Long Document Summarization with Top-down and Bottom-up Inference

Bo Pang, Erik Nijkamp, Wojciech Kryscinski, Silvio Savarese, Yingbo Zhou

Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection

Tolúlọpẹ́ Ògúnrẹ̀mí, Dan Jurafsky, Christopher D. Manning

SharPT: Shared Latent Space Prompt Tuning

Bo Pang, Semih Yavuz, Caiming Xiong, Yingbo Zhou

Our kind of people? Detecting populist references in political debates

Christopher Klamm, Ines Rehbein, Simone Paolo Ponzetto

Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization

Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely

Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models

Isabel Papadimitriou, Kezia Lopez, Dan Jurafsky

PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain?

Sedigheh Eslami, Christoph Meinel, Gerard de Melo

Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering

Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa

Empirical Investigation of Neural Symbolic Reasoning Strategies

Yoichi Aoki, Keito Kudo, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa

“Why do I feel offended?” - Korean Dataset for Offensive Language Identification

San-Hee Park, Kang-Min Kim, O-Joun Lee, Youjin Kang, Jaewon Lee

Realistic Citation Count Prediction Task for Newly Published Papers

Jun Hirako, Ryohei Sasano, Koichi Takeda

Large Language Models are few(1)-shot Table Reasoners

Wenhu Chen

Unsupervised Keyphrase Extraction via Interpretable Neural Networks

Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha, Maria Glenski, Svitlana Volkova

Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions

Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

Junru Lu, Jiazheng Li, Byron Wallace, Yulan He, Gabriele Pergola

ViDeBERTa: A powerful pre-trained language model for Vietnamese

Cong Dao Tran, Nhut Huy Pham, Anh Tuan Nguyen, Truong Son Hy, Tu Vu

[MASK] Insertion: a robust method for anti-adversarial attacks

Xinrong Hu, Ce Xu, Junlong Ma, Zijian Huang, jie Yang