| 2021 | A Modular Approach for Romanian-English Speech Translation. Andrei-Marius Avram, Vasile Florian Pais, Dan Tufis |
| 2021 | Argument Mining in Tweets: Comparing Crowd and Expert Annotations for Automated Claim and Evidence Detection. Neslihan Iskender, Robin Schaefer, Tim Polzehl, Sebastian Möller |
| 2021 | Authorship Attribution Using Capsule-Based Fusion Approach. Chanchal Suman, Rohit Kumar, Sriparna Saha, Pushpak Bhattacharyya |
| 2021 | Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements. Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto |
| 2021 | BERT-Capsule Model for Cyberbullying Detection in Code-Mixed Indian Languages. Krishanu Maity, Sriparna Saha |
| 2021 | Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. Cedric Lothritz, Kevin Allix, Bertrand Lebichot, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein |
| 2021 | Cross-Active Connection for Image-Text Multimodal Feature Fusion. JungHyuk Im, Wooyeong Cho, Dae-Shik Kim |
| 2021 | Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models. Karl Fredrik Erliksson, Anders Arpteg, Mihhail Matskin, Amir Hossein Payberah |
| 2021 | Detection of Misinformation About COVID-19 in Brazilian Portuguese WhatsApp Messages. Antônio Diogo Forte Martins, Lucas Cabral, Pedro Jorge Chaves Mourão, José Maria Monteiro, Javam C. Machado |
| 2021 | Exploring Summarization to Enhance Headline Stance Detection. Robiert Sepúlveda-Torres, Marta Esther Vicente, Estela Saquete, Elena Lloret, Manuel Palomar |
| 2021 | Extracting Facts from Case Rulings Through Paragraph Segmentation of Judicial Decisions. Andrés Lou, Olivier Salaün, Hannes Westermann, Leila Kosseim |
| 2021 | Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting. Joschka Kersting, Michaela Geierhos |
| 2021 | Improving Sentiment Classification in Low-Resource Bengali Language Utilizing Cross-Lingual Self-supervised Learning. Salim Sazzed |
| 2021 | Let's Summarize Scientific Documents! A Clustering-Based Approach via Citation Context. Santosh Kumar Mishra, Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya |
| 2021 | Mixture Variational Autoencoder of Boltzmann Machines for Text Processing. Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva |
| 2021 | Multi-Step Transfer Learning for Sentiment Analysis. Anton Golubev, Natalia V. Loukachevitch |
| 2021 | Multilevel Entity-Informed Business Relation Extraction. Hadjer Khaldi, Farah Benamara, Amine Abdaoui, Nathalie Aussenac-Gilles, EunBee Kang |
| 2021 | Multiword Expression Features for Automatic Hate Speech Detection. Nicolas Zampieri, Irina Illina, Dominique Fohr |
| 2021 | Natural Language Processing and Information Systems - 26th International Conference on Applications of Natural Language to Information Systems, NLDB 2021, Saarbrücken, Germany, June 23-25, 2021, Proceedings Elisabeth Métais, Farid Meziane, Helmut Horacek, Epaminondas Kapetanios |
| 2021 | NumER: A Fine-Grained Numeral Entity Recognition Dataset. Thanakrit Julavanich, Akiko Aizawa |
| 2021 | On the Explainability of Automatic Predictions of Mental Disorders from Social Media Data. Ana Sabina Uban, Berta Chulvi, Paolo Rosso |
| 2021 | On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm. Lorenzo Famiglini, Elisabetta Fersini, Paolo Rosso |
| 2021 | Overcoming the Knowledge Bottleneck Using Lifelong Learning by Social Agents. Sergei Nirenburg, Marjorie McShane, Jesse English |
| 2021 | Predicting Vaccine Hesitancy and Vaccine Sentiment Using Topic Modeling and Evolutionary Optimization. Gokul S. Krishnan, S. Sowmya Kamath, Vijayan Sugumaran |
| 2021 | Profiling Fake News Spreaders: Personality and Visual Information Matter. Riccardo Cervero, Paolo Rosso, Gabriella Pasi |
| 2021 | Scaling Federated Learning for Fine-Tuning of Large Language Models. Agrin Hilmkil, Sebastian Callh, Matteo Barbieri, Leon René Sütfeld, Edvin Listo Zec, Olof Mogren |
| 2021 | Semantic Text Segment Classification of Structured Technical Content. Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze |
| 2021 | Sentiment Progression Based Searching and Indexing of Literary Textual Artefacts. Hrishikesh Kulkarni, Bradly Alicea |
| 2021 | Sequence-Based Word Embeddings for Effective Text Classification. Bruno Guilherme Gomes, Fabricio Murai, Olga Goussevskaia, Ana Paula Couto da Silva |
| 2021 | The Importance of Character-Level Information in an Event Detection Model. Emanuela Boros, Romaric Besançon, Olivier Ferret, Brigitte Grau |
| 2021 | Using Document Embeddings for Background Linking of News Articles. Pavel Khloponin, Leila Kosseim |
| 2021 | Virus Causes Flu: Identifying Causality in the Biomedical Domain Using an Ensemble Approach with Target-Specific Semantic Embeddings. Raksha Sharma, Girish K. Palshikar |
| 2021 | Word Embedding-Based Topic Similarity Measures. Silvia Terragni, Elisabetta Fersini, Enza Messina |
| 2021 | You Can't Learn What's Not There: Self Supervised Learning and the Poverty of the Stimulus. Csaba Veres, Jennifer Sampson |