| 2021 | A Syntax-Aware Edit-based System for Text Simplification. | Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa |
| 2021 | Towards an Etymological Map of Romanian. | Alina Maria Cristea, Anca P. Dinu, Liviu P. Dinu, Simona Georgescu, Ana Sabina Uban, Laurentiu Zoicas |
| 2021 | Fine-tuning Neural Language Models for Multidimensional Opinion Mining of English-Maltese Social Data. | Keith Cortis, Kanishk Verma, Brian Davis |
| 2021 | Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task. | Jean-Philippe Corbeil, Hadi Abdi Ghavidel |
| 2021 | RED: A Novel Dataset for Romanian Emotion Detection from Tweets. | Alexandra Ciobotaru, Liviu P. Dinu |
| 2021 | Tracing Source Language Interference in Translation with Graph-Isomorphism Measures. | Koel Dutta Chowdhury, Cristina Espaa-Bonet, Josef van Genabith |
| 2021 | Investigating Dominant Word Order on Universal Dependencies with Graph Rewriting. | Hee-Soo Choi, Bruno Guillaume, Karn Fort, Guy Perrier |
| 2021 | Are Language-Agnostic Sentence Representations Actually Language-Agnostic? | Yu Chen, Tania Avgustinova |
| 2021 | Character-based Thai Word Segmentation with Multiple Attentions. | Thodsaporn Chay-intr, Hidetaka Kamigaito, Manabu Okumura |
| 2021 | Classification of Code-Mixed Text Using Capsule Networks. | Shanaka S. Chathuranga, Surangika Ranathunga |
| 2021 | On the Usability of Transformers-based Models for a French Question-Answering Task. | Oralie Cattan, Christophe Servan, Sophie Rosset |
| 2021 | Unsupervised Text Style Transfer with Content Embeddings. | Keith Carlson, Allen Riddell, Daniel N. Rockmore |
| 2021 | Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text. | Hian Caizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutirrez, Yudivin Almeida-Cruz, Andrs Montoyo, Rafael Muoz Guillena |
| 2021 | InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding. | Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya |
| 2021 | A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media. | Ana-Maria Bucur, Ioana R. Podina, Liviu P. Dinu |
| 2021 | Comparing Supervised Machine Learning Techniques for Genre Analysis in Software Engineering Research Articles. | Felipe Arajo de Britto, Thiago Castro Ferreira, Leonardo Pereira Nunes, Fernando Silva Parreiras |
| 2021 | Predicting the Factuality of Reporting of News Media Using Observations about User Attention in Their YouTube Channels. | Krasimira Bozhanova, Yoan Dinkov, Ivan Koychev, Maria Castaldo, Tommaso Venturini, Preslav Nakov |
| 2021 | Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? | Kevin Blin, Andrei Kucharavy |
| 2021 | On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. | Alberto Blanco, Sonja Remmer, Alicia Prez, Hercules Dalianis, Arantza Casillas |
| 2021 | Neural Network-Based Generation of Sport Summaries: A Preliminary Study. | David Stphane Belemkoabga, Aurlien Bossard, Abdallah Essa, Christophe Rodrigues, Kvin Sylla |
| 2021 | Cross-Lingual Wolastoqey-English Definition Modelling. | Diego Bear, Paul Cook |
| 2021 | Probabilistic Ensembles of Zero- and Few-Shot Learning Models for Emotion Classification. | Angelo Basile, Guillermo Prez-Torr, Marc Franco-Salvador |
| 2021 | Litescale: A Lightweight Tool for Best-worst Scaling Annotation. | Valerio Basile, Christian Cagnazzo |
| 2021 | Interactive Learning Approach for Arabic Target-Based Sentiment Analysis. | Husamelddin A. M. Balla, Marisa Llorens-Salvador, Sarah Jane Delany |
| 2021 | TEASER: Towards Efficient Aspect-based SEntiment Analysis and Recognition. | Vaibhav Bajaj, Kartikey Pant, Ishan Sanjeev Upadhyay, Srinath Nair, Radhika Mamidi |