EACL 2021

744 papers

Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models

Yash Butala, Kanishk Singh, Adarsh Kumar, Shrey Shrivastava

MilaNLP @ WASSA: Does BERT Feel Sad When You Cry?

Tommaso Fornaciari, Federico Bianchi, Debora Nozza, Dirk Hovy

EmpNa at WASSA 2021: A Lightweight Model for the Prediction of Empathy, Distress and Emotions from Reactions to News Stories

Giuseppe Vettigli, Antonio Sorgente

Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection

Luna De Bruyne, Orphee De Clercq, Véronique Hoste

Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection

John Culnan, Seongjin Park, Meghavarshini Krishnaswamy, Rebecca Sharp

ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects

Imane Guellil, Faical Azouaou, Fodil Benali, Hachani Ala-Eddine

Multi-Emotion Classification for Song Lyrics

Darren Edmonds, João Sedoc

L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset

Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi

Nearest neighbour approaches for Emotion Detection in Tweets

Olha Kaminska, Chris Cornelis, Véronique Hoste

Towards Emotion Recognition in Hindi-English Code-Mixed Data: A Transformer Based Approach

Anshul Wadhawan, Akshita Aggarwal

Creating and Evaluating Resources for Sentiment Analysis in the Low-resource Language: Sindhi

Wazir Ali, Naveed Ali, Yong Dai, Jay Kumar, Saifullah Tumrani

Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.

Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd

Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection

Lara Grimminger, Roman Klinger

Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations

Jan Hofmann, Enrica Troiano, Roman Klinger

Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection

Ilia Markov, Nikola Ljubešić, Darja Fišer, Walter Daelemans

Exploring Implicit Sentiment Evoked by Fine-grained News Events

Cynthia Van Hee, Orphee De Clercq, Véronique Hoste

Lightweight Models for Multimodal Sequential Data

Soumya Sourav, Jessica Ouyang

Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes

Anvesh Rao Vijjini, Kaveri Anuranjana, Radhika Mamidi

WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction

Jay Mundra, Rohan Gupta, Sagnik Mukherjee

PVG at WASSA 2021: A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction

Atharva Kulkarni, Sunanda Somwase, Shivam Rajput, Manisha Marathe

WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories

Shabnam Tafreshi, Orphee De Clercq, Valentin Barriere, Sven Buechel, João Sedoc

An End-to-End Network for Emotion-Cause Pair Extraction

Aaditya Singh, Shreeshail Hingane, Saim Wani, Ashutosh Modi

FEEL-IT: Emotion and Sentiment Classification for the Italian Language

Federico Bianchi, Debora Nozza, Dirk Hovy

Universal Joy A Data Set and Results for Classifying Emotions Across Languages

Sotiris Lamprinidis, Federico Bianchi, Daniel Hardt, Dirk Hovy

Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing

Erenay Dayanik, Sebastian Padó

Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled

Enrica Troiano, Sebastian Padó, Roman Klinger

Explainable Detection of Sarcasm in Social Media

Ramya Akula, Ivan Garibay

Partisanship and Fear are Associated with Resistance to COVID-19 Directives

Mike Lindow, David DeFranza, Arul Mishra, Himanshu Mishra

Language that Captivates the Audience: Predicting Affective Ratings of TED Talks in a Multi-Label Classification Task

Elma Kerz, Yu Qiao, Daniel Wiechmann

ToxCCIn: Toxic Content Classification with Interpretability

Tong Xiang, Sean MacAvaney, Eugene Yang, Nazli Goharian

AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic Tweets

Anshul Wadhawan

DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic

Bingyan Song, Chunguang Pan, Shengguang Wang, Zhipeng Luo

Machine Learning-Based Model for Sentiment and Sarcasm Detection

Hamada Nayel, Eslam Amer, Aya Allam, Hanya Abdallah

iCompass at Shared Task on Sarcasm and Sentiment Detection in Arabic

Malek Naski, Abir Messaoudi, Hatem Haddad, Moez BenHajhmida, Chayma Fourati

Preprocessing Solutions for Detection of Sarcasm and Sentiment for Arabic

Mohamed Lichouri, Mourad Abbas, Besma Benaziz, Aicha Zitouni, Khaled Lounnas

The IDC System for Sentiment Classification and Sarcasm Detection in Arabic

Abraham Israeli, Yotam Nahum, Shai Fine, Kfir Bar

Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic

Fatemah Husain, Ozlem Uzuner

Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification

Amey Hengle, Atharva Kshirsagar, Shaily Desai, Manisha Marathe

Sarcasm and Sentiment Detection in Arabic language A Hybrid Approach Combining Embeddings and Rule-based Features

Kamel Gaanoun, Imade Benelallam

SarcasmDet at Sarcasm Detection Task 2021 in Arabic using AraBERT Pretrained Model

Dalya Faraj, Malak Abdullah

A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests

Hazem Elgabry, Shimaa Attia, Ahmed Abdel-Rahman, Ahmed Abdel-Ate, Sandra Girgis

Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language

Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada

Sarcasm and Sentiment Detection in Arabic: investigating the interest of character-level features

Dhaou Ghoul, Gaël Lejeune

ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets

Laila Bashmal, Daliyah AlZeer

Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis

Abdullah I. Alharbi, Mark Lee

Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation

Abeer Abuzayed, Hend Al-Khalifa

WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT

Reem Abdel-Salam

Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic

Ibrahim Abu Farha, Wajdi Zaghouani, Walid Magdy

Dialect Identification in Nuanced Arabic Tweets Using Farasa Segmentation and AraBERT

Anshul Wadhawan

Machine Learning-Based Approach for Arabic Dialect Identification

Hamada Nayel, Ahmed Hassan, Mahmoud Sobhi, Ahmed El-Sawy

Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features

Mohamed Lichouri, Mourad Abbas, Khaled Lounnas, Besma Benaziz, Aicha Zitouni

Country-level Arabic Dialect Identification using RNNs with and without Linguistic Features

Elsayed Issa, Mohammed AlShakhori, Reda Al-Bahrani, Gus Hahn-Powell

BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification

Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada

Country-level Arabic Dialect Identification Using Small Datasets with Integrated Machine Learning Techniques and Deep Learning Models

Maha J. Althobaiti

Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task

Badr AlKhamissi, Mohamed Gabr, Muhammad ElNokrashy, Khaled Essam

NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task

Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, Houda Bouamor, Nizar Habash

Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures

Minh Van Nguyen, Thien Huu Nguyen

AraFacts: The First Large Arabic Dataset of Naturally Occurring Claims

Zien Sheikh Ali, Watheq Mansour, Tamer Elsayed, Abdulaziz Al‐Ali

Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis

Chayma Fourati, Hatem Haddad, Abir Messaoudi, Moez BenHajhmida, Aymen Ben Elhaj Mabrouk

SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs

Saher Esmeir

Automatic Romanization of Arabic Bibliographic Records

Fadhl Eryani, Nizar Habash

QuranTree.jl: A Julia Package for Quranic Arabic Corpus

Al-Ahmadgaid Asaad

AraGPT2: Pre-Trained Transformer for Arabic Language Generation

Wissam Antoun, Fady Baly, Hazem Hajj

AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding

Wissam Antoun, Fady Baly, Hazem Hajj

Quranic Verses Semantic Relatedness Using AraBERT

Abdullah Alsaleh, Eric Atwell, Abdulrahman Altahhan

ALUE: Arabic Language Understanding Evaluation

Haitham Seelawi, Ibraheem Tuffaha, Mahmoud Gzawi, Wael Farhan, Bashar Talafha

Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data

Tarek Naous, Wissam Antoun, Reem Mahmoud, Hazem Hajj

Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language

Hala Mulki, Bilal Ghanem

UL2C: Mapping User Locations to Countries on Arabic Twitter

Hamdy Mubarak, Sabit Hassan

Adult Content Detection on Arabic Twitter: Analysis and Experiments

Hamdy Mubarak, Sabit Hassan, Ahmed Abdelali

Arabic Offensive Language on Twitter: Analysis and Experiments

Hamdy Mubarak, Ammar Rashed, Kareem Darwish, Younes Samih, Ahmed Abdelali

Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts

Muhammad Majadly, Tomer Sagi

Automatic Difficulty Classification of Arabic Sentences

Nouran Khallaf, Serge Sharoff

The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models

Go Inoue, Bashar Alhafni, Nurpeiis Baimukan, Houda Bouamor, Nizar Habash

ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation Networks

Fatima Haouari, Maram Hasanain, Reem Suwaileh, Tamer Elsayed

ArCOV19-Rumors: Arabic COVID-19 Twitter Dataset for Misinformation Detection

Fatima Haouari, Maram Hasanain, Reem Suwaileh, Tamer Elsayed

Arabic Emoji Sentiment Lexicon (Arab-ESL): A Comparison between Arabic and European Emoji Sentiment Lexicons

Shatha Ali A. Hakami, Robert Hendley, Phillip Smith

Arabic Compact Language Modelling for Resource Limited Devices

Zaid Alyafeai, Irfan Ahmad

Kawarith: an Arabic Twitter Corpus for Crisis Events

Alaa Alharbi, Mark Lee

What does BERT Learn from Arabic Machine Reading Comprehension Datasets?

Eman Albilali, Nora Altwairesh, Manar Hosny

Benchmarking Transformer-based Language Models for Arabic Sentiment and Sarcasm Detection

Ibrahim Abu Farha, Walid Magdy

DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings

Muhammad Abdul-Mageed, Shady Elbassuoni, Jad Doughman, AbdelRahim Elmadany, El Moatez Billah Nagoudi

QADI: Arabic Dialect Identification in the Wild

Ahmed Abdelali, Hamdy Mubarak, Younes Samih, Sabit Hassan, Kareem Darwish

Social Media Variety Geolocation with geoBERT

Yves Scherrer, Nikola Ljubešić

N-gram and Neural Models for Uralic Language Identification: NRC at VarDial 2021

Gabriel Bernier-Colborne, Serge Leger, Cyril Goutte

Comparing Approaches to Dravidian Language Identification

Tommi Jauhiainen, Tharindu Ranasinghe, Marcos Zampieri

Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT

George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea

Comparing the Performance of CNNs and Shallow Models for Language Identification

Andrea Ceolin

Optimizing a Supervised Classifier for a Difficult Language Identification Problem

Yves Bestgen

UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning

Mihaela Gaman, Sebastian Cojocariu, Radu Tudor Ionescu

Naive Bayes-based Experiments in Romanian Dialect Identification

Tommi Jauhiainen, Heidi Jauhiainen, Krister Lindén

Discriminating Between Similar Nordic Languages

René Haas, Leon Derczynski

Fine-tuning Distributional Semantic Models for Closely-Related Languages

Kushagra Bhatia, Divyanshu Aggarwal, Ashwini Vaidya

Efficient Unsupervised NMT for Related Languages with Cross-Lingual Language Models and Fidelity Objectives

Rami Aly, Andrew Caines, Paula Buttery

Whit’s the Richt Pairt o Speech: PoS tagging for Scots

Harm Lameris, Sara Stymne

Representations of Language Varieties Are Reliable Given Corpus Similarity Measures

Jonathan Dunn

Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch

Diego Frassinelli, Gabriella Lapesa, Reem Alatrash, Dominik Schlechtweg, Sabine Schulte im Walde

Hierarchical Transformer for Multilingual Machine Translation

Albina Khusainova, Adil Khan, Adín Ramírez Rivera, Vitaly Romanov

Findings of the VarDial Evaluation Campaign 2021

Bharathi Raja Chakravarthi, Mihaela Gaman, Radu Tudor Ionescu, Heidi Jauhiainen, Tommi Jauhiainen

IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and English

Nikhil Ghanghor, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Ruba Priyadharshini, Sajeetha Thavareesan