Efficient intent detection with dual sentence encoders I Casanueva, T Temčinas, D Gerz, M Henderson, I Vulić arXiv preprint arXiv:2003.04807, 2020 | 447 | 2020 |
Simverb-3500: A large-scale evaluation set of verb similarity D Gerz, I Vulić, F Hill, R Reichart, A Korhonen arXiv preprint arXiv:1608.00869, 2016 | 323 | 2016 |
Hyperlex: A large-scale evaluation of graded lexical entailment I Vulić, D Gerz, D Kiela, F Hill, A Korhonen Computational Linguistics 43 (4), 781-835, 2017 | 129 | 2017 |
Training neural response selection for task-oriented dialogue systems M Henderson, I Vulić, D Gerz, I Casanueva, P Budzianowski, S Coope, ... arXiv preprint arXiv:1906.01543, 2019 | 117 | 2019 |
A repository of conversational datasets M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ... arXiv preprint arXiv:1904.06472, 2019 | 114 | 2019 |
On the relation between linguistic typology and (limitations of) multilingual language modeling D Gerz, I Vulić, EM Ponti, R Reichart, A Korhonen Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 78 | 2018 |
Span-ConveRT: Few-shot span extraction for dialog with pretrained conversational representations S Coope, T Farghly, D Gerz, I Vulić, M Henderson arXiv preprint arXiv:2005.08866, 2020 | 66 | 2020 |
Language modeling for morphologically rich languages: Character-aware modeling for word-level prediction D Gerz, I Vulić, E Ponti, J Naradowsky, R Reichart, A Korhonen Transactions of the Association for Computational Linguistics 6, 451-465, 2018 | 64 | 2018 |
ConvFiT: Conversational fine-tuning of pretrained language models I Vulić, PH Su, S Coope, D Gerz, P Budzianowski, I Casanueva, N Mrkšić, ... arXiv preprint arXiv:2109.10126, 2021 | 34 | 2021 |
Multilingual and cross-lingual intent detection from spoken data D Gerz, PH Su, R Kusztos, A Mondal, M Lis, E Singhal, N Mrkšić, TH Wen, ... arXiv preprint arXiv:2104.08524, 2021 | 25 | 2021 |
Scoring lexical entailment with a supervised directional similarity network M Rei, D Gerz, I Vulić arXiv preprint arXiv:1805.09355, 2018 | 25 | 2018 |
Polyresponse: A rank-based approach to task-oriented dialogue with application in restaurant search and booking M Henderson, I Vulić, I Casanueva, P Budzianowski, D Gerz, S Coope, ... arXiv preprint arXiv:1909.01296, 2019 | 19 | 2019 |
Show some love to your n-grams: A bit of progress and stronger n-gram language modeling baselines E Shareghi, D Gerz, I Vulic | 15 | 2019 |
Response retrieval system and method MS Henderson, PH Su, N Mrksic, TH Wen, IC Perez, I Vulic, ... US Patent 10,664,527, 2020 | 14 | 2020 |
Representation Learning beyond Semantic Similarity: Character-aware and Function-specific Approaches DS Gerz | 2 | 2020 |
Dialogue system and a dialogue method TH Wen, RE Kusztos, I Casanueva-Perez, PH Su, I Vulic, N Mrksic, ... US Patent 11,430,446, 2022 | 1 | 2022 |
Multidirectional Associative Optimization of Function-Specific Word Representations D Gerz, I Vulić, M Rei, R Reichart, A Korhonen arXiv preprint arXiv:2005.05264, 2020 | 1 | 2020 |
Research data supporting" SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity" DS Gerz, I Vulic, F Hill, R Reichart, A Korhonen | | 2017 |
Learning Function-Specific Word Representations D Gerz, I Vulić, M Rei, R Reichart, A Korhonen | | |