EACL 2023

712 papers

Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow

Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, Chris Bryan

Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views

Katerina Margatina, Shuai Wang, Yogarshi Vyas, Neha Anna John, Yassine Benajiba

Faithfulness-Aware Decoding Strategies for Abstractive Summarization

David Wan, Mengwen Liu, Kathleen McKeown, Markus Dreyer, Mohit Bansal

Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples

Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki

StyLEx: Explaining Style Using Human Lexical Annotations

Shirley Anugrah Hayati, Kyumin Park, Dheeraj Rajagopal, Lyle Ungar, Dongyeop Kang

Question Generation Using Sequence-to-Sequence Model with Semantic Role Labels

Alireza Naeiji, Aijun An, Heidar Davoudi, Marjan Delpisheh, Muath Alzghool

The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents

Xing Han Lu, Siva Reddy, Harm de Vries

Bridging the Gap Between BabelNet and HowNet: Unsupervised Sense Alignment and Sememe Prediction

Xiang Zhang, Ning Shi, Bradley Hauer, Grzegorz Kondrak

Behavior Cloned Transformers are Neurosymbolic Reasoners

Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks

Antoine Louis, Gijs van Dijck, Gerasimos Spanakis

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution

Shon Otmazgin, Arie Cattan, Yoav Goldberg

Parameter-efficient Modularised Bias Mitigation via AdapterFusion

Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff

Improving Sign Recognition with Phonology

Lee Kezar, Jesse Thomason, Zed Sehyr

Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models

Peter Hase, Mona Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva

Do dialogue representations align with perception? An empirical study

Sarenne Wallbridge, Peter Bell, Catherine Lai

SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains

Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel

Event Linking: Grounding Event Mentions to Wikipedia

Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth

On Evaluation of Document Classification with RVL-CDIP

Stefan Larson, Gordon Lim, Kevin Leach

Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking

Neset Tan, Trung Nguyen, Josh Bensemann, Alex Peng, Qiming Bao

Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models

Shrimai Prabhumoye, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro

Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions

Emily Allaway, Jena D. Hwang, Chandra Bhagavatula, Kathleen McKeown, Doug Downey

Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction

Jia Guo, Stanley Kok, Lidong Bing

Detecting Lexical Borrowings from Dominant Languages in Multilingual Wordlists

John E. Miller, Johann-Mattis List

Reinforced Sequence Training based Subjective Bias Correction

Karthic Madanagopal, James Caverlee

How Many and Which Training Points Would Need to be Removed to Flip this Prediction?

Jinghan Yang, Sarthak Jain, Byron C. Wallace

Towards preserving word order importance through Forced Invalidation

Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision

Qianying Liu, Wenyu Guan, Jianhao Shen, Fei Cheng, Sadao Kurohashi

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting

Oscar Mañas, Pau Rodríguez López, Saba Ahmadi, Aida Nematzadeh, Yash Goyal

Semantic Parsing for Conversational Question Answering over Knowledge Graphs

Laura Perez-Beltrachini, Parag Jain, Emilio Monti, Mirella Lapata

How people talk about each other: Modeling Generalized Intergroup Bias and Emotion

Venkata Subrahmanyan Govindarajan, Katherine Atwell, Barea Sinno, Malihe Alikhani, David I. Beaver

Uncovering Implicit Inferences for Improved Relational Argument Mining

Ameer Saadat-Yazdi, Jeff Z. Pan, Nadin Kökciyan

Modeling Complex Event Scenarios via Simple Entity-focused Questions

Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian

Bootstrapping Multilingual Semantic Parsers using Large Language Models

Abhijeet Awasthi, Nitish Gupta, Bidisha Samanta, Shachi Dave, Sunita Sarawagi

Analyzing Challenges in Neural Machine Translation for Software Localization

Sai Koneru, Matthias Huck, Miriam Exel, Jan Niehues

Why Don’t You Do It Right? Analysing Annotators’ Disagreement in Subjective Tasks

Marta Sandri, Elisa Leonardelli, Sara Tonelli, Elisabetta Jezek

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers

William Held, Diyi Yang

Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models

Zdeněk Kasner, Ioannis Konstas, Ondřej Dušek

Assessing Out-of-Domain Language Model Performance from Few Examples

Prasann Singhal, Jarad Forristal, Xi Ye, Greg Durrett

Evaluating the Robustness of Discrete Prompts

Yoichi Ishibashi, Danushka Bollegala, Katsuhito Sudoh, Satoshi Nakamura

Opportunities and Challenges in Neural Dialog Tutoring

Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur

Parameter-Efficient Korean Character-Level Language Modeling

Marco Cognetta, Sangwhan Moon, Lawrence Wolf-Sonkin, Naoaki Okazaki

IRMA: the 335-million-word Italian coRpus for studying MisinformAtion

Fabio Carrella, Alessandro Miani, Stephan Lewandowsky

Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French

Nicolas Hiebel, Olivier Ferret, Karën Fort, Aurélie Névéol

Instruction Clarification Requests in Multimodal Collaborative Dialogue Games: Tasks, and an Analysis of the CoDraw Dataset

Brielen Madureira, David Schlangen

An Empirical Study of Clinical Note Generation from Doctor-Patient Encounters

Asma Ben Abacha, Wen-wai Yim, Yadan Fan, Thomas Lin

Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks

Joseph Renner, Pascal Denis, Remi Gilleron, Angèle Brunellière

Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation

Biao Zhang, Barry Haddow, Rico Sennrich

UDAPTER - Efficient Domain Adaptation Using Adapters

Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria

Measuring Normative and Descriptive Biases in Language Models Using Census Data

Samia Touileb, Lilja Øvrelid, Erik Velldal

A Psycholinguistic Analysis of BERT’s Representations of Compounds

Lars Buijtelaar, Sandro Pezzelle

Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling

Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal

Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model

Mayank Kulkarni, Daniel Preoţiuc-Pietro, Karthik Radhakrishnan, Genta Indra Winata, Shijie Wu

Investigating Multi-source Active Learning for Natural Language Inference

Ard Snijders, Douwe Kiela, Katerina Margatina

Compositional Generalisation with Structured Reordering and Fertility Layers

Matthias Lindemann, Alexander Koller, Ivan Titov

Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing

Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal

Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim?

Shivam Sharma, Atharva Kulkarni, Tharun Suresh, Himanshi Mathur, Preslav Nakov

Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training

Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung

Mitigating Exposure Bias in Grammatical Error Correction with Data Augmentation and Reweighting

Hannan Cao, Wenmian Yang, Hwee Tou Ng

Pento-DIARef: A Diagnostic Dataset for Learning the Incremental Algorithm for Referring Expression Generation from Examples

Philipp Sadler, David Schlangen

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders

Ivan Vulić, Goran Glavaš, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti

GLADIS: A General and Large Acronym Disambiguation Benchmark

Lihu Chen, Gael Varoquaux, Fabian M. Suchanek

ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation

Marcel Milich, Alan Akbik

TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs

Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Mehran Kazemi, Partha Talukdar

Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks

Piotr Gaiński, Klaudia Bałazy

MTEB: Massive Text Embedding Benchmark

Niklas Muennighoff, Nouamane Tazi, Loïc Magne, Nils Reimers

An In-depth Analysis of Implicit and Subtle Hate Speech Messages

Nicolás Benjamín Ocampo, Ekaterina Sviridova, Elena Cabrio, Serena Villata

Span-based Named Entity Recognition by Generating and Compressing Information

Nhung T. H. Nguyen, Makoto Miwa, Sophia Ananiadou

DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction

Youmi Ma, An Wang, Naoaki Okazaki

Task and Sentiment Adaptation for Appraisal Tagging

Lin Tian, Xiuzhen Zhang, Myung Hee Kim, Jennifer Biggs

Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities

Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar

ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining

Ranran Haoran Zhang, Aysa Xuemo Fan, Rui Zhang

Extracting Victim Counts from Text

Mian Zhong, Shehzaad Dhuliawala, Niklas Stoehr

Memory-efficient Temporal Moment Localization in Long Videos

Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu

Synthesizing Human Gaze Feedback for Improved NLP Performance

Varun Khurana, Yaman Kumar, Nora Hollenstein, Rajesh Kumar, Balaji Krishnamurthy

LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation

Zhuoyuan Mao, Tetsuji Nakagawa

CLICK: Contrastive Learning for Injecting Contextual Knowledge to Conversational Recommender System

Hyeongjun Yang, Heesoo Won, Youbin Ahn, Kyong-Ho Lee

Iterative Document-level Information Extraction via Imitation Learning

Yunmo Chen, William Gantt, Weiwei Gu, Tongfei Chen, Aaron Steven White

The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification

Mohsen Mesgar, Thy Thy Tran, Goran Glavaš, Iryna Gurevych

Semantic Frame Induction with Deep Metric Learning

Kosuke Yamada, Ryohei Sasano, Koichi Takeda

Don’t Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion

Fan Jiang, Tom Drummond, Trevor Cohn

Unified Neural Topic Model via Contrastive Learning and Term Weighting

Sungwon Han, Mingi Shin, Sungkyu Park, Changwook Jung, Meeyoung Cha

Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks

Viktoria Schram, Daniel Beck, Trevor Cohn

Don’t Blame the Annotator: Bias Already Starts in the Annotation Instructions

Mihir Parmar, Swaroop Mishra, Mor Geva, Chitta Baral

Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding

Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu

Fiction-Writing Mode: An Effective Control for Human-Machine Collaborative Writing

Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao

CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs

Chau Duc Minh Nguyen, Tim French, Wei Liu, Michael Stewart

Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models

Sepehr Janghorbani, Gerard de Melo

What happens before and after: Multi-Event Commonsense in Event Coreference Resolution

Sahithya Ravi, Chris Tanner, Raymond Ng, Vered Shwartz

Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction

Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji

Empathy Identification Systems are not Accurately Accounting for Context

Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea

Cluster-Guided Label Generation in Extreme Multi-Label Classification

Taehee Jung, Joo-Kyung Kim, Sungjin Lee, Dongyeop Kang

LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization

Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi

Modelling Temporal Document Sequences for Clinical ICD Coding

Boon Liang Clarence Ng, Diogo Santos, Marek Rei

CTC Alignments Improve Autoregressive Translation

Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze

Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information

Shun Shao, Yftah Ziser, Shay B. Cohen

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering

Wenhu Chen, Pat Verga, Michiel De Jong, John Wieting, William W. Cohen

SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models

Haozhe An, Zongxia Li, Jieyu Zhao, Rachel Rudinger

Towards More Efficient Insertion Transformer with Fractional Positional Encoding

Zhisong Zhang, Yizhe Zhang, Bill Dolan

FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning

Yucheng Li, Shun Wang, Chenghua Lin, Frank Guerin, Loic Barrault

The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models

Son Quoc Tran, Phong Nguyen-Thuan Do, Uyen Le, Matt Kretchmar