| 2026 | CoNLL | Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning. | Jinlong Liu, Mark G. Lee, Mohammed Bahja, Venelin Kovatchev |
| 2025 | COLING | Structured Tender Entities Extraction from Complex Tables with Few-short Learning. | Asim Abbas, Mark Lee, Niloofer Shanavas, Venelin Kovatchev, Mubashir Ali |
| 2025 | COLING | Sources of Disagreement in Data for LLM Instruction Tuning. | Russel D'Souza, Venelin Kovatchev |
| 2025 | NAACL | Storybranch - generating multimedia content from novels. | Rushikesh Hiray, Venelin Kovatchev |
| 2025 | RANLP | Harnessing Open-Source LLMs for Tender Named Entity Recognition. | Asim Abbas, Venelin Kovatchev, Mark G. Lee, Niloofer Shanavas, Mubashir Ali |
| 2024 | NAACL | Benchmark Transparency: Measuring the Impact of Data on Evaluation. | Venelin Kovatchev, Matthew Lease |
| 2022 | ACL | ProtoTEx: Explaining Model Decisions with Prototype Tensors. | Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li |
| 2022 | COLING | InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples. | Venelin Kovatchev, Mariona Taul |
| 2021 | ACL | Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability. | Venelin Kovatchev, Phillip Smith, Mark G. Lee, Rory T. Devine |
| 2020 | COLING | "What is on your mind?" Automated Scoring of Mindreading in Childhood and Early Adolescence. | Venelin Kovatchev, Phillip Smith, Mark G. Lee, Imogen Grumley Traynor, Irene Luque Aguilera, Rory T. Devine |
| 2020 | EMNLP | An Analysis of Natural Language Inference Benchmarks through the Lens of Negation. | Md Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, Tiffany Kao, Elizabeth Wei, Eduardo Blanco |
| 2020 | LREC | Decomposing and Comparing Meaning Relations: Paraphrasing, Textual Entailment, Contradiction, and Specificity. | Venelin Kovatchev, Darina Gold, Maria Antnia Mart, Maria Salam, Torsten Zesch |
| 2019 | RANLP | A Qualitative Evaluation Framework for Paraphrase Identification. | Venelin Kovatchev, Maria Antnia Mart, Maria Salam, Javier Beltrn |
| 2019 | RANLP | Proceedings of the Student Research Workshop Associated with RANLP 2019. | Venelin Kovatchev, Irina P. Temnikova, Branislava Sandrih, Ivelina Nikolova |
| 2018 | COLING | WARP-Text: a Web-Based Tool for Annotating Relationships between Pairs of Texts. | Venelin Kovatchev, Toni Mart, Maria Salam |
| 2018 | LREC | ETPC - A Paraphrase Identification Corpus Annotated with Extended Paraphrase Typology and Negation. | Venelin Kovatchev, Toni Mart, Maria Salam |