Ivan Titov
Titov researches NLP and machine learning at Edinburgh and Amsterdam. Earlier research includes structured prediction, multilingual learning, translation and semantic parsing. His research covers sparse attention, binary variables, pruning and adaptive computation. It also studies editing knowledge without retraining, unlearning and the faithfulness of model reasoning. He served as ICLR program co-chair in 2021 and CoNLL program co-chair in 2018. He leads Edinburgh’s NLP doctoral-training centre and ELLIS unit.
- Works
- 222
- Citations
- 14,460
- h-index
- 43
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
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As of October 2026
Language and learning research
Titov researches NLP and machine learning at Edinburgh and Amsterdam. Earlier research includes structured prediction, multilingual learning, translation and semantic parsing.
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As of October 2026
Sparsity and model knowledge
His research covers sparse attention, binary variables, pruning and adaptive computation. It also studies editing knowledge without retraining, unlearning and the faithfulness of model reasoning.
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2021
Research-community service
He served as ICLR program co-chair in 2021 and CoNLL program co-chair in 2018. He leads Edinburgh’s NLP doctoral-training centre and ELLIS unit.
Sources and credits
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