| 2021 | COVID-19 in Bulgarian Social Media: Factuality, Harmfulness, Propaganda, and Framing. | Preslav Nakov, Firoj Alam, Shaden Shaar, Giovanni Da San Martino, Yifan Zhang |
| 2021 | Pre-training a BERT with Curriculum Learning by Increasing Block-Size of Input Text. | Koichi Nagatsuka, Clifford Broni-Bediako, Masayasu Atsumi |
| 2021 | Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing. | Alberto Muoz-Ortiz, Michalina Strzyz, David Vilares |
| 2021 | incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. | Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Mbius, Dietrich Klakow |
| 2021 | Ranking Online Reviews Based on Their Helpfulness: An Unsupervised Approach. | Alimuddin Melleng, Anna Jurek-Loughrey, Deepak P |
| 2021 | TREMoLo-Tweets: A Multi-Label Corpus of French Tweets for Language Register Characterization. | Jade Mekki, Gwnol Lecorv, Delphine Battistelli, Nicolas Bchet |
| 2021 | Improving Neural Language Processing with Named Entities. | Kyoumoto Matsushita, Takuya Makino, Tomoya Iwakura |
| 2021 | The Impact of Text Normalization on Multiword Expressions Discovery in Persian. | Katarzyna Marszalek-Kowalewska |
| 2021 | Discovery of Multiword Expressions with Loanwords and Their Equivalents in the Persian Language. | Katarzyna Marszalek-Kowalewska |
| 2021 | Cultural Topic Modelling over Novel Wikipedia Corpora for South-Slavic Languages. | Filip Markoski, Elena Markoska, Nikola Ljubesic, Eftim Zdravevski, Ljupco Kocarev |
| 2021 | Monitoring Fact Preservation, Grammatical Consistency and Ethical Behavior of Abstractive Summarization Neural Models. | Iva Marinova, Yolina Petrova, Milena Slavcheva, Petya Osenova, Ivaylo Radev, Kiril Simov |
| 2021 | ROFF - A Romanian Twitter Dataset for Offensive Language. | Mihai Manolescu, agri ltekin |
| 2021 | Active Learning for Interactive Relation Extraction in a French Newspaper's Articles. | Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier, Pascale Sbillot |
| 2021 | NEREL: A Russian Dataset with Nested Named Entities, Relations and Events. | Natalia V. Loukachevitch, Ekaterina Artemova, Tatiana Batura, Pavel Braslavski, Ilia Denisov, Vladimir Ivanov, Suresh Manandhar, Alexander Pugachev, Elena Tutubalina |
| 2021 | On the Interaction between Annotation Quality and Classifier Performance in Abusive Language Detection. | Holly Lopez Long, Alexandra O'Neil, Sandra Kbler |
| 2021 | Towards the Application of Calibrated Transformers to the Unsupervised Estimation of Question Difficulty from Text. | Ekaterina Loginova, Luca Benedetto, Dries F. Benoit, Paolo Cremonesi |
| 2021 | Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues Using BERT. | Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes |
| 2021 | System Combination for Grammatical Error Correction Based on Integer Programming. | Ruixi Lin, Hwee Tou Ng |
| 2021 | Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task. | Hali Lindsay, Philipp Mller, Insa Krger, Johannes Trger, Nicklas Linz, Alexandra Knig, Radia Zeghari, Frans R. J. Verhey, Inez H. G. B. Ramakers |
| 2021 | Frustration Level Annotation in Latvian Tweets with Non-Lexical Means of Expression. | Viktorija Leonova, Janis Zuters |
| 2021 | Learning Entity-Likeness with Multiple Approximate Matches for Biomedical NER. | An Nguyen Le, Hajime Morita, Tomoya Iwakura |
| 2021 | Transforming Multi-Conditioned Generation from Meaning Representation. | Joosung Lee |
| 2021 | Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. | Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis |
| 2021 | Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation. | Tiziano Labruna, Bernardo Magnini |
| 2021 | Making Your Tweets More Fancy: Emoji Insertion to Texts. | Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura |