| 2021 | Masking and Transformer-based Models for Hyperpartisanship Detection in News. | Javier Snchez-Junquera, Paolo Rosso, Manuel Montes-y-Gmez, Simone Paolo Ponzetto |
| 2021 | Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea. | Olivier Salan, Philippe Langlais, Karim Benyekhlef |
| 2021 | Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology. | Sihem Sahnoun, Gal Lejeune |
| 2021 | Sentiment-Aware Measure (SAM) for Evaluating Sentiment Transfer by Machine Translation Systems. | Hadeel Saadany, Constantin Orasan, Emad Mohamed, Ashraf Tantavy |
| 2021 | Spelling Correction for Russian: A Comparative Study of Datasets and Methods. | Alla Rozovskaya |
| 2021 | FrenLyS: A Tool for the Automatic Simplification of French General Language Texts. | Eva Rolin, Quentin Langlois, Patrick Watrin, Thomas Franois |
| 2021 | Word Discriminations for Vocabulary Inventory Prediction. | Frankie Robertson |
| 2021 | A Call for Clarity in Contemporary Authorship Attribution Evaluation. | Allen Riddell, Haining Wang, Patrick Juola |
| 2021 | Varieties of Plain Language. | Allen Riddell, Yohei Igarashi |
| 2021 | Siamese Networks for Inference in Malayalam Language Texts. | Sara Renjit, Sumam Mary Idicula |
| 2021 | Multi-label Diagnosis Classification of Swedish Discharge Summaries - ICD-10 Code Assignment Using KB-BERT. | Sonja Remmer, Anastasios Lamproudis, Hercules Dalianis |
| 2021 | Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment. | Charith Rajitha, Lakmali Piyarathna, Dilan Sachintha, Surangika Ranathunga |
| 2021 | Are the Multilingual Models Better? Improving Czech Sentiment with Transformers. | Pavel Pribn, Josef Steinberger |
| 2021 | Unknown Intent Detection Using Multi-Objective Optimization on Deep Learning Classifiers. | Prerna Prem, Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta, Sakshi C. Jain, Roshni R. Ramnani |
| 2021 | Predicting Informativeness of Semantic Triples. | Judita Preiss |
| 2021 | Multilingual Coreference Resolution with Harmonized Annotations. | Ondrej Prazk, Miloslav Konopk, Jakub Sido |
| 2021 | On Machine Translation of User Reviews. | Maja Popovic, Alberto Poncelas, Marija Brkic, Andy Way |
| 2021 | Towards Precise Lexicon Integration in Neural Machine Translation. | Ogn z, Maria Sukhareva |
| 2021 | One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages. | Vt Novotn, Eniafe Festus Ayetiran, Dalibor Bacovsk, Dvid Luptk, Michal Stefnik, Petr Sojka |
| 2021 | Transfer-based Enrichment of a Hungarian Named Entity Dataset. | Attila Novk, Borbla Novk |
| 2021 | Extending a Text-to-Pictograph System to French and to Arasaac. | Magali Norr, Vincent Vandeghinste, Pierrette Bouillon, Thomas Franois |
| 2021 | Split-and-Rephrase in a Cross-Lingual Manner: A Complete Pipeline. | Paulo Berlanga Neto, Evandro Eduardo Seron Ruiz |
| 2021 | A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents. | Tapas Nayak, Hwee Tou Ng |
| 2021 | Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. | Tapas Nayak, Navonil Majumder, Soujanya Poria |
| 2021 | A Second Pandemic? Analysis of Fake News about COVID-19 Vaccines in Qatar. | Preslav Nakov, Firoj Alam, Shaden Shaar, Giovanni Da San Martino, Yifan Zhang |