Research output per year
Research output per year
Personal profile
Research interests
Natural Language Processing, Computational Linguistics, Cognitive Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Science, Cognitive Science and Language, Universitat de Barcelona
Award Date: 21 Dec 2015
Bachelor of Literature or Bachelor of Letters, Bulgarian Philology, Sofia University St Kliment Ohridski
Award Date: 14 Dec 2012
Doctor of Science, Computational Linguistics and Natural Language Processing, Universitat de Barcelona
Fingerprint
Dive into the research topics where Venelin Kovatchev is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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MTNER: Multiple Tender Named Entities Recognition and Classification from unstructured tender documents
Abbas, A., Lee, M., Kovatchev, V. & Shanavas, N., 2025, Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication. IEEE Press / WileyResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sources of Disagreement in Data for LLM Instruction Tuning
Kovatchev, V. & Dsouza, R., 19 Jan 2025, (Accepted/In press) CoMeDi: Context and Meaning - Navigating Disagreements in NLP Annotations.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Benchmark Transparency: Measuring the Impact of Data on Evaluation
Kovatchev, V. & Lease, M., 16 Jun 2024, Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics, ACL, p. 1536–1551 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Clinical concept annotation with contextual word embedding in active transfer learning environment
Abbas, A., Lee, M., Shanavas, N. & Kovatchev, V., 19 Dec 2024, In: Digital Health . 10, p. 1-31 31 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Structured Tender Entities Extraction from Complex Tables with Few-short Learning
Abbas, A., Lee, M., Shanavas, N., Kovatchev, V. & Ali, M., 3 Dec 2024, (Accepted/In press) COLING 2025 Proceedings of the Workshop on Regulatory Natural Language Processing (REGNLP 2025) . Association for Computational Linguistics, ACLResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Datasets
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Dataset supporting the project "Mindreading, Psychopathology and Social Adjustment in Middle Childhood and Early Adolescence"
Devine, R. (Creator), Kovatchev, V. (Contributor) & Byrne, I. (Contributor), University of Birmingham, 13 Sept 2024
DOI: 10.25500/edata.bham.00001168
Dataset