EACL 2021

744 papers

Representing ELMo embeddings as two-dimensional text online

Andrey Kutuzov, Elizaveta Kuzmenko

InterpreT: An Interactive Visualization Tool for Interpreting Transformers

VASUDEV LAL, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Simoes

A description and demonstration of SAFAR framework

Karim Bouzoubaa, Younes Jaafar, Driss Namly, Ridouane Tachicart, Rachida Tajmout

COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet

Maria Becker, Katharina Korfhage, Anette Frank

ASAD: Arabic Social media Analytics and unDerstanding

Sabit Hassan, Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish

EasyTurk: A User-Friendly Interface for High-Quality Linguistic Annotation with Amazon Mechanical Turk

Lorenzo Bocchi, Valentino Frasnelli, Alessio Palmero Aprosio

A Dashboard for Mitigating the COVID-19 Misinfodemic

Zhengyuan Zhu, Kevin Meng, Josue Caraballo, Israa Jaradat, Xiao Shi

DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces

Niklas Friedrich, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš

Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing

Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen

SLTEV: Comprehensive Evaluation of Spoken Language Translation

Ebrahim Ansari, Ondřej Bojar, Barry Haddow, Mohammad Mahmoudi

Forum 4.0: An Open-Source User Comment Analysis Framework

Marlo Haering, Jakob Smedegaard Andersen, Chris Biemann, Wiebke Loosen, Benjamin Milde

T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition

Asahi Ushio, Jose Camacho-Collados

AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents

Melissa Roemmele, Deep Sidhpura, Steve DeNeefe, Ling Tsou

MATILDA - Multi-AnnoTator multi-language InteractiveLight-weight Dialogue Annotator

Davide Cucurnia, Nikolai Rozanov, Irene Sucameli, Augusto Ciuffoletti, Maria Simi

CovRelex: A COVID-19 Retrieval System with Relation Extraction

Vu Tran, Van-Hien Tran, Phuong Minh Nguyen, Chau Minh Nguyen, Ken Satoh

Finite-state script normalization and processing utilities: The Nisaba Brahmic library

Cibu Johny, Lawrence Wolf-Sonkin, Alexander Gutkin, Brian Roark

SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering

Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao

Using and comparing Rhetorical Structure Theory parsers with rst-workbench

Arne Neumann

Enhancing Aspect-level Sentiment Analysis with Word Dependencies

Yuanhe Tian, Guimin Chen, Yan Song

Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features

Thomas Haider

Towards More Fine-grained and Reliable NLP Performance Prediction

Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig

Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning

Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto, Taro Watanabe, Yuji Matsumoto

Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation

WonKee Lee, Baikjin Jung, Jaehun Shin, Jong-Hyeok Lee

Two Training Strategies for Improving Relation Extraction over Universal Graph

Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui

WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm

Akshay Krishna Sheshadri, Anvesh Rao Vijjini, Sukhdeep Kharbanda

An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning

Markus Eberts, Adrian Ulges

GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition

Xinyan Zhao, Haibo Ding, Zhe Feng

Lifelong Knowledge-Enriched Social Event Representation Learning

Prashanth Vijayaraghavan, Deb Roy

BERTese: Learning to Speak to BERT

Adi Haviv, Jonathan Berant, Amir Globerson

“Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism

Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang

Meta-Learning for Effective Multi-task and Multilingual Modelling

Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi

Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer

Lee Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim

Why Is MBTI Personality Detection from Texts a Difficult Task?

Sanja Štajner, Seren Yenikent

Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension?

Yulong Wu, Viktor Schlegel, Riza Batista-Navarro

Probing for idiomaticity in vector space models

Marcos Garcia, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio

From the Stage to the Audience: Propaganda on Reddit

Oana Balalau, Roxana Horincar

Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks

Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq Joty

Don’t Change Me! User-Controllable Selective Paraphrase Generation

Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin

The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings

Patricia Thaine, Gerald Penn

Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations

Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis

Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database

Kenichi Iwatsuki, Akiko Aizawa

A Large-scale Evaluation of Neural Machine Transliteration for Indic Languages

Anoop Kunchukuttan, Siddharth Jain, Rahul Kejriwal

From characters to words: the turning point of BPE merges

Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova, Tanja Samardžić

Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation

Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad

Complex Question Answering on knowledge graphs using machine translation and multi-task learning

Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury, Puneet Agarwal, Indrajit Bhattacharya

Disfluency Correction using Unsupervised and Semi-supervised Learning

Nikhil Saini, Drumil Trivedi, Shreya Khare, Tejas Dhamecha, Preethi Jyothi

Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19

Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi, Dinesh Pabbi, Kunal Verma

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings

Christos Xypolopoulos, Antoine Tixier, Michalis Vazirgiannis

One-class Text Classification with Multi-modal Deep Support Vector Data Description

Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura

Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?

Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy

Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity

Eric Corlett, Gerald Penn

Benchmarking a transformer-FREE model for ad-hoc retrieval

Tiago Almeida, Sérgio Matos

On Robustness of Neural Semantic Parsers

Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan

Increasing Robustness to Spurious Correlations using Forgettable Examples

Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, T. J. Hazen, Alessandro Sordoni

Modeling Coreference Relations in Visual Dialog

Mingxiao Li, Marie-Francine Moens

A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News

Jasabanta Patro, Sabyasachee Baruah

Cognition-aware Cognate Detection

Diptesh Kanojia, Prashant Sharma, Sayali Ghodekar, Pushpak Bhattacharyya, Gholamreza Haffari

Graph-based Fake News Detection using a Summarization Technique

Gihwan Kim, Youngjoong Ko

Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration

Simone Conia, Roberto Navigli

Variational Weakly Supervised Sentiment Analysis with Posterior Regularization

Ziqian Zeng, Yangqiu Song

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models

Nora Kassner, Philipp Dufter, Hinrich Schütze

Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?

Yixuan Tang, Hwee Tou Ng, Anthony Tung

STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises

Deborah Ferreira, Andre Freitas

Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation

Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha

Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings

Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee, Junyoung Choi, SangKeun Lee

Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates

Xiaojing Yu, Anxiao Jiang

Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules

Tatyana Ruzsics, Olga Sozinova, Ximena Gutierrez-Vasques, Tanja Samardžić

LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content

Shreya Gupta, Parantak Singh, Megha Sundriyal, Md. Shad Akhtar, Tanmoy Chakraborty

Detecting Scenes in Fiction: A new Segmentation Task

Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho

Adaptive Fusion Techniques for Multimodal Data

Gaurav Sahu, Olga Vechtomova

Challenges in Automated Debiasing for Toxic Language Detection

Xuhui Zhou, Maarten Sap, Swabha Swayamdipta, Yejin Choi, Noah Smith

Summarising Historical Text in Modern Languages

Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan

Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources

Kirill Milintsevich, Kairit Sirts

Facilitating Terminology Translation with Target Lemma Annotations

Toms Bergmanis, Mārcis Pinnis

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation

Goran Glavaš, Ivan Vulić

Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense

Bingzhi Li, Guillaume Wisniewski

EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction

Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya

Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers

Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura

CDA: a Cost Efficient Content-based Multilingual Web Document Aligner

Thuy Vu, Alessandro Moschitti

Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph

Yin Jou Huang, Sadao Kurohashi

Attention Can Reflect Syntactic Structure (If You Let It)

Vinit Ravishankar, Artur Kulmizev, Mostafa Abdou, Anders Søgaard, Joakim Nivre

DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector

Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel

Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees

Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai

Modeling Context in Answer Sentence Selection Systems on a Latency Budget

Rujun Han, Luca Soldaini, Alessandro Moschitti

Co-evolution of language and agents in referential games

Gautier Dagan, Dieuwke Hupkes, Elia Bruni

NoiseQA: Challenge Set Evaluation for User-Centric Question Answering

Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard Hovy

Adapting Event Extractors to Medical Data: Bridging the Covariate Shift

Aakanksha Naik, Jill Fain Lehman, Carolyn Rose

MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark

Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta

Gender and Racial Fairness in Depression Research using Social Media

Carlos Aguirre, Keith Harrigian, Mark Dredze

Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation

Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya

PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation

Kemal Kurniawan, Lea Frermann, Philip Schulz, Trevor Cohn

Representations for Question Answering from Documents with Tables and Text

Vicky Zayats, Kristina Toutanova, Mari Ostendorf

Text Augmentation in a Multi-Task View

Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi

ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction

Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li

On-Device Text Representations Robust To Misspellings via Projections

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO

Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang

Segmenting Subtitles for Correcting ASR Segmentation Errors

David Wan, Chris Kedzie, Faisal Ladhak, Elsbeth Turcan, Petra Galuscakova

Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification

Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagarlapudi

ProFormer: Towards On-Device LSH Projection Based Transformers

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs

Dora Jambor, Komal Teru, Joelle Pineau, William L. Hamilton