| 2019 | Named Entity Recognition in Information Security Domain for Russian. | Anastasiia Sirotina, Natalia V. Loukachevitch |
| 2019 | A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition. | Lilia Simeonova, Kiril Simov, Petya Osenova, Preslav Nakov |
| 2019 | EmoTag - Towards an Emotion-Based Analysis of Emojis. | Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo |
| 2019 | Multilingual Complex Word Identification: Convolutional Neural Networks with Morphological and Linguistic Features. | Kim Cheng Sheang |
| 2019 | Offence in Dialogues: A Corpus-Based Study. | Johannes Schfer, Ben Burtenshaw |
| 2019 | The "Jump and Stay" Method to Discover Proper Verb Centered Constructions in Corpus Lattices. | Blint Sass |
| 2019 | Moral Stance Recognition and Polarity Classification from Twitter and Elicited Text. | Wesley Ramos dos Santos, Ivandr Paraboni |
| 2019 | Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names. | Branislava Sandrih, Cvetana Krstev, Ranka Stankovic |
| 2019 | Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists. | Giancarlo D. Salton, John D. Kelleher |
| 2019 | Whom to Learn From? Graph- vs. Text-based Word Embeddings. | Malgorzata Salawa, Antnio Branco, Ruben Branco, Joo Antnio Rodrigues, Chakaveh Saedi |
| 2019 | Distant Supervision for Sentiment Attitude Extraction. | Nicolay Rusnachenko, Natalia V. Loukachevitch, Elena Tutubalina |
| 2019 | Parts of Speech Tagging for Kannada. | Swaroop L. R, Rakshith Gowda G. S, Sourabh U, Shriram Hegde |
| 2019 | Semantic Textual Similarity with Siamese Neural Networks. | Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov |
| 2019 | Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations. | Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov |
| 2019 | NE-Table: A Neural key-value table for Named Entities. | Janarthanan Rajendran, Jatin Ganhotra, Xiaoxiao Guo, Mo Yu, Satinder Singh, Lazaros Polymenakos |
| 2019 | Adding Linguistic Knowledge to NLP Tasks for Bulgarian: The Verb Paradigm Patterns. | Ivaylo Radev |
| 2019 | Machine Learning Approach to Fact-Checking in West Slavic Languages. | Pavel Pribn, Toms Hercig, Josef Steinberger |
| 2019 | ULSAna: Universal Language Semantic Analyzer. | Ondrej Prazk, Miloslav Konopk |
| 2019 | EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks. | Rayeheh Hosseini pour, Mehrnoush Shamsfard |
| 2019 | Know Your Graph. State-of-the-Art Knowledge-Based WSD. | Alexander Popov, Kiril Simov, Petya Osenova |
| 2019 | Graph Embeddings for Frame Identification. | Alexander Popov, Jennifer Sikos |
| 2019 | Are ambiguous conjunctions problematic for machine translation? | Maja Popovic, Sheila Castilho |
| 2019 | Unsupervised dialogue intent detection via hierarchical topic model. | Artem Popov, Victor Bulatov, Darya Polyudova, Eugenia Veselova |
| 2019 | Combining PBSMT and NMT Back-translated Data for Efficient NMT. | Alberto Poncelas, Maja Popovic, Dimitar Sht. Shterionov, Gideon Maillette de Buy Wenniger, Andy Way |
| 2019 | Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning. | Alistair Plum, Tharindu Ranasinghe, Constantin Orasan |