EACL 2023

712 papers

Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages

Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages

Simeng Sun, Maha Elbayad, Anna Sun, James Cross

A Systematic Search for Compound Semantics in Pretrained BERT Architectures

Filip Miletić, Sabine Schulte im Walde

On the inconsistency of separable losses for structured prediction

Caio Corro

Multilingual Representation Distillation with Contrastive Learning

Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn

Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information

Yen-Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika

Can Pretrained Language Models (Yet) Reason Deductively?

Zhangdie Yuan, Songbo Hu, Ivan Vulić, Anna Korhonen, Zaiqiao Meng

Self-Adapted Utterance Selection for Suicidal Ideation Detection in Lifeline Conversations

Zhong-Ling Wang, Po-Hsien Huang, Wen-Yau Hsu, Hen-Hsen Huang

Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain

Annerose Eichel, Helena Schlipf, Sabine Schulte im Walde

Low-Resource Compositional Semantic Parsing with Concept Pretraining

Subendhu Rongali, Mukund Sridhar, Haidar Khan, Konstantine Arkoudas, Wael Hamza

Metaphor Detection with Effective Context Denoising

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

Unsupervised Anomaly Detection in Multi-Topic Short-Text Corpora

Mira Ait-Saada, Mohamed NADIF

Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining

Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks

Aixiu An, Chunyang Jiang, Maria A. Rodriguez, Vivi Nastase, Paola Merlo

Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?

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

Shorten the Long Tail for Rare Entity and Event Extraction

Pengfei Yu, Heng Ji

Integrating Translation Memories into Non-Autoregressive Machine Translation

Jitao Xu, Josep Crego, François Yvon

Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference

Vilém Zouhar, Shehzaad Dhuliawala, Wangchunshu Zhou, Nico Daheim, Tom Kocmi

Exploring Paracrawl for Document-level Neural Machine Translation

Yusser Al Ghussin, Jingyi Zhang, Josef van Genabith

Entity Disambiguation with Entity Definitions

Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli

A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation Queries

Elena Epure, Romain Hennequin

Conversational Tree Search: A New Hybrid Dialog Task

Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu

Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding

Janvijay Singh, Fan Bai, Zhen Wang

Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning

Hongyin Luo, James Glass

Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments

Edan Toledo, Jan Buys, Jonathan Shock

Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective

Zijian Zhang, Chang Shu, Ya Xiao, Yuan Shen, Di Zhu

What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection

Mina Valizadeh, Xing Qian, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification

Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

Multilingual Normalization of Temporal Expressions with Masked Language Models

Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers

Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton

UnifEE: Unified Evidence Extraction for Fact Verification

Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng

Persona Expansion with Commonsense Knowledge for Diverse and Consistent Response Generation

Donghyun Kim, Youbin Ahn, Wongyu Kim, Chanhee Lee, Kyungchan Lee

Event Temporal Relation Extraction with Bayesian Translational Model

Xingwei Tan, Gabriele Pergola, Yulan He

Semi-supervised Relation Extraction via Data Augmentation and Consistency-training

Komal Teru

Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases

Santosh T.y.s.s, Marcel Perez San Blas, Phillip Kemper, Matthias Grabmair

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex

Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang

Investigating UD Treebanks via Dataset Difficulty Measures

Artur Kulmizev, Joakim Nivre

Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation

Nuno M. Guerreiro, Elena Voita, Andre Martins

Meta Self-Refinement for Robust Learning with Weak Supervision

Dawei Zhu, Xiaoyu Shen, Michael Hedderich, Dietrich Klakow

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model

Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao

What’s New? Summarizing Contributions in Scientific Literature

Hiroaki Hayashi, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong

Efficient Hybrid Generation Framework for Aspect-Based Sentiment Analysis

Haoran Lv, Junyi Liu, Henan Wang, Yaoming Wang, Jixiang Luo

Document-Level Planning for Text Simplification

Liam Cripwell, Joël Legrand, Claire Gardent

Evaluating and Improving the Coreference Capabilities of Machine Translation Models

Asaf Yehudai, Arie Cattan, Omri Abend, Gabriel Stanovsky

Question-Answer Sentence Graph for Joint Modeling Answer Selection

Roshni Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun

Conclusion-based Counter-Argument Generation

Milad Alshomary, Henning Wachsmuth

A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods

Zhihan Zhang, Wenhao Yu, Mengxia Yu, Zhichun Guo, Meng Jiang

Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning

Aru Maekawa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers

Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi

Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues

Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica Lam

Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation

Mehrad Moradshahi, Sina Semnani, Monica Lam

Probing Power by Prompting: Harnessing Pre-trained Language Models for Power Connotation Framing

Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak, Lea Frermann

Parameter-Efficient Tuning with Special Token Adaptation

Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen

Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?

Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, Moshe Koppel, Reut Tsarfaty

The Functional Relevance of Probed Information: A Case Study

Michael Hanna, Roberto Zamparelli, David Mareček

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages

Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto

RevUp: Revise and Update Information Bottleneck for Event Representation

Mehdi Rezaee, Francis Ferraro

What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study

Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif Mohammad

Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts

Juntao Yu, Silviu Paun, Maris Camilleri, Paloma Garcia, Jon Chamberlain

Social Influence Dialogue Systems: A Survey of Datasets and Models For Social Influence Tasks

Kushal Chawla, Weiyan Shi, Jingwen Zhang, Gale Lucas, Zhou Yu

On the Intersection of Context-Free and Regular Languages

Clemente Pasti, Andreas Opedal, Tiago Pimentel, Tim Vieira, Jason Eisner

Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters

Sebastien Montella, Alexis Nasr, Johannes Heinecke, Frédéric Béchet, Lina M. Rojas Barahona

Self-imitation Learning for Action Generation in Text-based Games

Zijing Shi, Yunqiu Xu, Meng Fang, Ling Chen

Combining Parameter-efficient Modules for Task-level Generalisation

Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy

Vote’n’Rank: Revision of Benchmarking with Social Choice Theory

Mark Rofin, Vladislav Mikhailov, Mikhail Florinsky, Andrey Kravchenko, Tatiana Shavrina

ViHOS: Hate Speech Spans Detection for Vietnamese

Phu Gia Hoang, Canh Duc Luu, Khanh Quoc Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization

Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano

Incorporating Context into Subword Vocabularies

Shaked Yehezkel, Yuval Pinter

A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches

Annemarie Friedrich, Nianwen Xue, Alexis Palmer

Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning

Shaoxiong Ji, Pekka Marttinen

Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection

Daniel Deutsch, Dan Roth

PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners

Canyu Chen, Kai Shu

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control

Yilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Flores, Dragomir Radev

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction

Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob Gardner, Dan Roth

A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing

Sophie Henning, William Beluch, Alexander Fraser, Annemarie Friedrich

A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System

Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter

PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically

Sedrick Scott Keh, Steven Y. Feng, Varun Gangal, Malihe Alikhani, Eduard Hovy

Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement

Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park

Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation

Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu

Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation

Minghao Wu, George Foster, Lizhen Qu, Gholamreza Haffari

Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing

Akshat Shrivastava, Shrey Desai, Anchit Gupta, Ali Elkahky, Aleksandr Livshits

Efficient Encoders for Streaming Sequence Tagging

Ayush Kaushal, Aditya Gupta, Shyam Upadhyay, Manaal Faruqui

“John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility

Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant

DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer

Shanu Kumar, Soujanya Abbaraju, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

Assistive Recipe Editing through Critiquing

Diego Antognini, Shuyang Li, Boi Faltings, Julian McAuley

UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation

Jonas Belouadi, Steffen Eger

COMBO: A Complete Benchmark for Open KG Canonicalization

Chengyue Jiang, Yong Jiang, Weiqi Wu, Yuting Zheng, Pengjun Xie

Prompt Tuning with Contradictory Intentions for Sarcasm Recognition

Yiyi Liu, Ruqing Zhang, Yixing Fan, Jiafeng Guo, Xueqi Cheng

CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models

Steven Y. Feng, Vivek Khetan, Bogdan Sacaleanu, Anatole Gershman, Eduard Hovy

Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP

Xudong Han, Timothy Baldwin, Trevor Cohn

A weakly supervised textual entailment approach to zero-shot text classification

Marc Pàmies, Joan Llop, Francesco Multari, Nicolau Duran-Silva, César Parra-Rojas

Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models

Haotian Xu, Yingying Zhang

A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction

Kyle Mahowald

Understanding Transformer Memorization Recall Through Idioms

Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg

Friend-training: Learning from Models of Different but Related Tasks

Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou

FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric

Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu

Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies

Md Rizwan Parvez, Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang

Multimodal Graph Transformer for Multimodal Question Answering

Xuehai He, Xin Wang

COVID-VTS: Fact Extraction and Verification on Short Video Platforms

Fuxiao Liu, Yaser Yacoob, Abhinav Shrivastava

Do we need Label Regularization to Fine-tune Pre-trained Language Models?

Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri