EMNLP 2021

1,847 papers

Stylometric Literariness Classification: the Case of Stephen King

Andreas van Cranenburgh, Erik Ketzan

A Mixed-Methods Analysis of Western and Hong Kong–based Reporting on the 2019–2020 Protests

Arya D. McCarthy, James Scharf, Giovanna Maria Dora Dore

Period Classification in Chinese Historical Texts

Zuoyu Tian, Sandra Kübler

WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis

Mikael Brunila, Jack LaViolette

‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’

A. Cooper, Maria Antoniak, Christopher De Sa, Marilyn Migiel, David Mimno

Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles

Thomas Schleider, Raphael Troncy

A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek

Pranaydeep Singh, Gorik Rutten, Els Lefever

The diffusion of scientific terms – tracing individuals’ influence in the history of science for English

Yuri Bizzoni, Stefania Degaetano-Ortlieb, Katrin Menzel, Elke Teich

BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese

Zuoyu Tian, Dylan Jarrett, Juan Escalona Torres, Patricia Amaral

Translationese in Russian Literary Texts

Maria Kunilovskaya, Ekaterina Lapshinova-Koltunski, Ruslan Mitkov

Data-Driven Detection of General Chiasmi Using Lexical and Semantic Features

Felix Schneider, Phillip Brandes, Björn Barz, Sophie Marshall, Joachim Denzler

Unsupervised Adverbial Identification in Modern Chinese Literature

Wenxiu Xie, John Lee, Fangqiong Zhan, Xiao Han, Chi-yin Chow

Automating the Detection of Poetic Features: The Limerick as Model Organism

Almas Abdibayev, Yohei Igarashi, Allen Riddell, Daniel Rockmore

Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language

Thomas Schmidt, Katrin Dennerlein, Christian Wolff

End-to-end style-conditioned poetry generation: What does it take to learn from examples alone?

Jörg Wöckener, Thomas Haider, Tristan Miller, The-Khang Nguyen, Thanh Tung Linh Nguyen

The FairyNet Corpus - Character Networks for German Fairy Tales

David Schmidt, Albin Zehe, Janne Lorenzen, Lisa Sergel, Sebastian Düker

The Multilingual Corpus of Survey Questionnaires Query Interface

Danielly Sorato, Diana Zavala-Rojas

Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research

Enrique Manjavacas Arevalo, Laurence Mellerin, Mike Kestemont

Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts.

Sophie I. Arnoult, Lodewijk Petram, Piek Vossen

FrameNet-like Annotation of Olfactory Information in Texts

Sara Tonelli, Stefano Menini

The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF

Alie Lassche, Roser Morante

Active Learning for Argument Strength Estimation

Nataliia Kees, Michael Fromm, Evgeniy Faerman, Thomas Seidl

Challenging the Semi-Supervised VAE Framework for Text Classification

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics

Prajjwal Bhargava, Aleksandr Drozd, Anna Rogers

Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI

Yangqiaoyu Zhou, Chenhao Tan

Blindness to Modality Helps Entailment Graph Mining

Liane Guillou, Sander Bijl de Vroe, Mark Johnson, Mark Steedman

An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification

Sina Mahdipour Saravani, Ritwik Banerjee, Indrakshi Ray

Learning Data Augmentation Schedules for Natural Language Processing

Daphné Chopard, Matthias S. Treder, Irena Spasic

Backtranslation in Neural Morphological Inflection

Ling Liu, Mans Hulden

The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation

Nikolay Bogoychev, Pinzhen Chen

On the Difficulty of Segmenting Words with Attention

Ramon Sanabria, Hao Tang, Sharon Goldwater

Recurrent Attention for the Transformer

Jan Rosendahl, Christian Herold, Frithjof Petrick, Hermann Ney

When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training

Qi Zhu, Yuxian Gu, Lingxiao Luo, Bing Li, Cheng Li

Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph

Sameer Bansal, Adrian Benton

Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing

Sabine Weber, Mark Steedman

Are BERTs Sensitive to Native Interference in L2 Production?

Zixin Tang, Prasenjit Mitra, David Reitter

Finetuning Pretrained Transformers into Variational Autoencoders

Seongmin Park, Jihwa Lee

Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation

Chanjun Park, Sungjin Park, Seolhwa Lee, Taesun Whang, Heuiseok Lim

BERT Cannot Align Characters

Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze

Does Commonsense help in detecting Sarcasm?

Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Corrected CBOW Performs as well as Skip-gram

Ozan Irsoy, Adrian Benton, Karl Stratos

A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach

Orkun Temiz, Özgün Ozan Kılıç, Arif Ozan Kızıldağ, Tuğba Taşkaya Temizel

Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task

Mohammed Saeed, Giulio Alfarano, Khai Nguyen, Duc Pham, Raphael Troncy

Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning

Aalok Sathe, Joonsuk Park

Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa

Martin Funkquist

FANG-COVID: A New Large-Scale Benchmark Dataset for Fake News Detection in German

Justus Mattern, Yu Qiao, Elma Kerz, Daniel Wiechmann, Markus Strohmaier

Stance Detection in German News Articles

Laura Mascarell, Tatyana Ruzsics, Christian Schneebeli, Philippe Schlattner, Luca Campanella

Verdict Inference with Claim and Retrieved Elements Using RoBERTa

In-Zu Gi, Ting-Yu Fang, Richard Tzong-Han Tsai

Modeling Entity Knowledge for Fact Verification

Yang Liu, Chenguang Zhu, Michael Zeng

Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit

Christopher Malon

FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information

Mostafa Bouziane, Hugo Perrin, Amine Sadeq, Thanh Nguyen, Aurélien Cluzeau

Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification

Neema Kotonya, Thomas Spooner, Daniele Magazzeni, Francesca Toni

Evidence Selection as a Token-Level Prediction Task

Dominik Stammbach

The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task

Rami Aly, Zhijiang Guo, Michael Sejr Schlichtkrull, James Thorne, Andreas Vlachos

Explainable Quality Estimation: CUNI Eval4NLP Submission

Peter Polák, Muskaan Singh, Ondřej Bojar

Explaining Errors in Machine Translation with Absolute Gradient Ensembles

Melda Eksi, Erik Gelbing, Jonathan Stieber, Chi Viet Vu

The UMD Submission to the Explainable MT Quality Estimation Shared Task: Combining Explanation Models with Sequence Labeling

Tasnim Kabir, Marine Carpuat

What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP

Oskar Wysocki, Malina Florea, Donal Landers, Andre Freitas

HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text

Vivek Srivastava, Mayank Singh

Error-Sensitive Evaluation for Ordinal Target Variables

David Chen, Maury Courtland, Adam Faulkner, Aysu Ezen-Can

Developing a Benchmark for Reducing Data Bias in Authorship Attribution

Benjamin Murauer, Günther Specht

The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results

Marina Fomicheva, Piyawat Lertvittayakumjorn, Wei Zhao, Steffen Eger, Yang Gao

Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics

Christoph Wolfgang Leiter

Error Identification for Machine Translation with Metric Embedding and Attention

Raphael Rubino, Atsushi Fujita, Benjamin Marie

IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task

Marcos Treviso, Nuno M. Guerreiro, Ricardo Rei, André F. T. Martins

MIPE: A Metric Independent Pipeline for Effective Code-Mixed NLG Evaluation

Ayush Garg, Sammed Kagi, Vivek Srivastava, Mayank Singh

Referenceless Parsing-Based Evaluation of AMR-to-English Generation

Emma Manning, Nathan Schneider

Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings

Yang Liu, Alan Medlar, Dorota Glowacka

ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings

Oleg Vasilyev, John Bohannon

Writing Style Author Embedding Evaluation

Enzo Terreau, Antoine Gourru, Julien Velcin

Testing Cross-Database Semantic Parsers With Canonical Utterances

Heather Lent, Semih Yavuz, Tao Yu, Tong Niu, Yingbo Zhou

Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations

Yo Ehara

Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator

Nicolas Garneau, Luc Lamontagne

SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation

Chester Palen-Michel, Nolan Holley, Constantine Lignos

StoryDB: Broad Multi-language Narrative Dataset

Alexey Tikhonov, Igor Samenko, Ivan P. Yamshchikov

How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task

Urja Khurana, Eric Nalisnick, Antske Fokkens

Validating Label Consistency in NER Data Annotation

Qingkai Zeng, Mengxia Yu, Wenhao Yu, Tianwen Jiang, Meng Jiang

Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing

Lucie Gianola, Hicham El Boukkouri, Cyril Grouin, Thomas Lavergne, Patrick Paroubek

Extracting Economic Signals from Central Bank Speeches

Maximilian Ahrens, Michael McMahon

Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse

Anna Paula Pawlicka Maule, Kristen Johnson

Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction

Meisin Lee, Lay-Ki Soon, Eu-Gene Siew

To What Extent Can English-as-a-Second Language Learners Read Economic News Texts?

Yo Ehara

Using Word Embedding to Reveal Monetary Policy Explanation Changes

Akira Matsui, Xiang Ren, Emilio Ferrara

Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning

Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zumrut Muftuoglu

From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations

Luciano Del Corro, Johannes Hoffart

Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks

Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang

Corporate Bankruptcy Prediction with Domain-Adapted BERT

Alex Gunwoo Kim, Sangwon Yoon

The Global Banking Standards QA Dataset (GBS-QA)

Kyunghwan Sohn, Sunjae Kwon, Jaesik Choi

EDGAR-CORPUS: Billions of Tokens Make The World Go Round

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives

Jiahui Hu, Patrick Paroubek

A Comprehensive Assessment of Dialog Evaluation Metrics

Yi-Ting Yeh, Maxine Eskenazi, Shikib Mehri

GCDF1: A Goal- and Context- Driven F-Score for Evaluating User Models

Alexandru Coca, Bo-Hsiang Tseng, Bill Byrne

Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking

Yi Huang, Junlan Feng, Xiaoting Wu, Xiaoyu Du

WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres

Jessica Lin, Amir Zeldes

Intensionalizing Abstract Meaning Representations: Non-Veridicality and Scope

Gregor Williamson, Patrick Elliott, Yuxin Ji

Towards a Methodology Supporting Semiautomatic Annotation of HeadMovements in Video-recorded Conversations

Patrizia Paggio, Costanza Navarretta, Bart Jongejan, Manex Agirrezabal

Increasing Sentence-Level Comprehension Through Text Classification of Epistemic Functions

Maria Berger, Elizabeth Goldstein

On Releasing Annotator-Level Labels and Information in Datasets

Vinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Díaz

Automatic Entity State Annotation using the VerbNet Semantic Parser

Ghazaleh Kazeminejad, Martha Palmer, Tao Li, Vivek Srikumar

Overcoming the challenges in morphological annotation of Turkish in universal dependencies framework

Talha Bedir, Karahan Şahin, Onur Gungor, Suzan Uskudarli, Arzucan Özgür