EACL 2021

744 papers

Dependency parsing with structure preserving embeddings

Ákos Kádár, Lan Xiao, Mete Kemertas, Federico Fancellu, Allan Jepson

Cross-lingual Contextualized Topic Models with Zero-shot Learning

Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini

NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles

Felix Hamborg, Karsten Donnay

Self-Supervised and Controlled Multi-Document Opinion Summarization

Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé

WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context

Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, Jose Camacho-Collados

With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms

Yotam Shichel, Meir Kalech, Oren Tsur

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders

Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu

Benchmarking Machine Reading Comprehension: A Psychological Perspective

Saku Sugawara, Pontus Stenetorp, Akiko Aizawa

Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers

Krutarth Patel, Cornelia Caragea

SpanEmo: Casting Multi-label Emotion Classification as Span-prediction

Hassan Alhuzali, Sophia Ananiadou

Few-shot Learning for Slot Tagging with Attentive Relational Network

Cennet Oguz, Ngoc Thang Vu

RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding

Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-Ichi Kawarabayashi

Understanding Pre-Editing for Black-Box Neural Machine Translation

Rei Miyata, Atsushi Fujita

Cross-Topic Rumor Detection using Topic-Mixtures

Xiaoying Ren, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu

The Source-Target Domain Mismatch Problem in Machine Translation

Jiajun Shen, Peng-Jen Chen, Matthew Le, Junxian He, Jiatao Gu

Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR

Juri Opitz, Anette Frank

Bootstrapping Relation Extractors using Syntactic Search by Examples

Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg

A phonetic model of non-native spoken word processing

Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi Feldman, Sharon Goldwater

SICK-NL: A Dataset for Dutch Natural Language Inference

Gijs Wijnholds, Michael Moortgat

Generating Weather Comments from Meteorological Simulations

Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi

Civil Rephrases Of Toxic Texts With Self-Supervised Transformers

Léo Laugier, John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon

Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning

Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin

Dynamic Graph Transformer for Implicit Tag Recognition

Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

BART-TL: Weakly-Supervised Topic Label Generation

Cristian Popa, Traian Rebedea

Evaluating language models for the retrieval and categorization of lexical collocations

Luis Espinosa Anke, Joan Codina-Filbà, Leo Wanner

Quantifying Appropriateness of Summarization Data for Curriculum Learning

Ryuji Kano, Takumi Takahashi, Toru Nishino, Motoki Taniguchi, Tomoki Taniguchi

Searching for Search Errors in Neural Morphological Inflection

Martina Forster, Clara Meister, Ryan Cotterell

Syntactic Nuclei in Dependency Parsing – A Multilingual Exploration

Ali Basirat, Joakim Nivre

ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain

Biaoyan Fang, Christian Druckenbrodt, Saber A Akhondi, Jiayuan He, Timothy Baldwin

WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia

Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán

An Expert Annotated Dataset for the Detection of Online Misogyny

Ella Guest, Bertie Vidgen, Alexandros Mittos, Nishanth Sastry, Gareth Tyson

Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation

Aparna Elangovan, Jiayuan He, Karin Verspoor

Cross-lingual Visual Pre-training for Multimodal Machine Translation

Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem

On the Evaluation of Vision-and-Language Navigation Instructions

Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku

Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models

Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu

Few-Shot Semantic Parsing for New Predicates

Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari

Language Models for Lexical Inference in Context

Martin Schmitt, Hinrich Schütze

Debiasing Pre-trained Contextualised Embeddings

Masahiro Kaneko, Danushka Bollegala

NLQuAD: A Non-Factoid Long Question Answering Data Set

Amir Soleimani, Christof Monz, Marcel Worring

Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation

Ye Liu, Yao Wan, Jianguo Zhang, Wenting Zhao, Philip Yu

ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning

Yufei Wang, Ian Wood, Stephen Wan, Mark Johnson

Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation

Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana

Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network

Aniket Pramanick, Indrajit Bhattacharya

Automatic Data Acquisition for Event Coreference Resolution

Prafulla Kumar Choubey, Ruihong Huang

Randomized Deep Structured Prediction for Discourse-Level Processing

Manuel Widmoser, Maria Leonor Pacheco, Jean Honorio, Dan Goldwasser

Detecting Extraneous Content in Podcasts

Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour

Generative Text Modeling through Short Run Inference

Bo Pang, Erik Nijkamp, Tian Han, Ying Nian Wu

Mode Effects’ Challenge to Authorship Attribution

Haining Wang, Allen Riddell, Patrick Juola

Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolóxochitl Mixtec

Jiatong Shi, Jonathan D. Amith, Rey Castillo García, Esteban Guadalupe Sierra, Kevin Duh

Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models

Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu

MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations

Dian Yu, Zhou Yu

Discourse-Aware Unsupervised Summarization for Long Scientific Documents

Yue Dong, Andrei Mircea, Jackie Chi Kit CHEUNG

Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation

Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan Mcdonald

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering

Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li

Few-shot learning through contextual data augmentation

Farid Arthaud, Rachel Bawden, Alexandra Birch

Data Augmentation for Hypernymy Detection

Thomas Kober, Julie Weeds, Lorenzo Bertolini, David Weir

Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs

Kuan-Hao Huang, Kai-Wei Chang

El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing

Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta

Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets

Patrick Lewis, Pontus Stenetorp, Sebastian Riedel

SANDI: Story-and-Images Alignment

Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum

Identifying Named Entities as they are Typed

Ravneet Arora, Chen-Tse Tsai, Daniel Preoţiuc-Pietro

Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection

Nguyen Vo, Kyumin Lee

Elastic weight consolidation for better bias inoculation

James Thorne, Andreas Vlachos

Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set

Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu

Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders

Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe

A Neural Few-Shot Text Classification Reality Check

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

Exploring Transitivity in Neural NLI Models through Veridicality

Hitomi Yanaka, Koji Mineshima, Kentaro Inui

Multi-facet Universal Schema

Rohan Paul, Haw-Shiuan Chang, Andrew McCallum

Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification

Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration

Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix Gers

Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Gautier Izacard, Edouard Grave

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting

Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan

Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks

Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann

Adv-OLM: Generating Textual Adversaries via OLM

Vijit Malik, Ashwani Bhat, Ashutosh Modi

Continuous Learning in Neural Machine Translation using Bilingual Dictionaries

Jan Niehues

Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling

Ernie Chang, Vera Demberg, Alex Marin

Ellipsis Resolution as Question Answering: An Evaluation

Rahul Aralikatte, Matthew Lamm, Daniel Hardt, Anders Søgaard

Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling

Stefan Grünewald, Prisca Piccirilli, Annemarie Friedrich

Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task

Timothée Bernard

Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling

Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan

Neural Data-to-Text Generation with LM-based Text Augmentation

Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su

Dialogue Act-based Breakdown Detection in Negotiation Dialogues

Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita

TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation

Guangneng Hu, Qiang Yang

Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning

Ernie Chang, Hui-Syuan Yeh, Vera Demberg

Top-down Discourse Parsing via Sequence Labelling

Fajri Koto, Jey Han Lau, Timothy Baldwin

TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics

Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly

A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline

Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov

CTC-based Compression for Direct Speech Translation

Marco Gaido, Mauro Cettolo, Matteo Negri, Marco Turchi

FakeFlow: Fake News Detection by Modeling the Flow of Affective Information

Bilal Ghanem, Simone Paolo Ponzetto, Paolo Rosso, Francisco Rangel

End-to-End Argument Mining as Biaffine Dependency Parsing

Yuxiao Ye, Simone Teufel

Query Generation for Multimodal Documents

Kyungho Kim, Kyungjae Lee, Seung-won Hwang, Young-In Song, Seungwook Lee

Cross-lingual Entity Alignment with Incidental Supervision

Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth

GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction

Xinya Du, Alexander Rush, Claire Cardie

How Fast can BERT Learn Simple Natural Language Inference?

Yi-Chung Lin, Keh-Yih Su

Quality Estimation without Human-labeled Data

Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán

Is “hot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons

Jie Zhou, Yuanbin Wu, Changzhi Sun, Liang He

The Role of Syntactic Planning in Compositional Image Captioning

Emanuele Bugliarello, Desmond Elliott

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning

Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama

Predicting Treatment Outcome from Patient Texts:The Case of Internet-Based Cognitive Behavioural Therapy

Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo

PolyLM: Learning about Polysemy through Language Modeling

Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer