Daniela Gerz
Daniela Gerz
PolyAI; PhD student, Language Technology Lab, University of Cambridge
Verified email at
Cited by
Cited by
Efficient intent detection with dual sentence encoders
I Casanueva, T Temčinas, D Gerz, M Henderson, I Vulić
arXiv preprint arXiv:2003.04807, 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
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
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
A repository of conversational datasets
M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ...
arXiv preprint arXiv:1904.06472, 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
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
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
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
Scoring lexical entailment with a supervised directional similarity network
M Rei, D Gerz, I Vulić
arXiv preprint arXiv:1805.09355, 2018
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
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
Show some love to your n-grams: A bit of progress and stronger n-gram language modeling baselines
E Shareghi, D Gerz, I Vulic
Response retrieval system and method
MS Henderson, PH Su, N Mrksic, TH Wen, IC Perez, I Vulic, ...
US Patent 10,664,527, 2020
Representation Learning beyond Semantic Similarity: Character-aware and Function-specific Approaches
DS Gerz
Multidirectional Associative Optimization of Function-Specific Word Representations
D Gerz, I Vulić, M Rei, R Reichart, A Korhonen
arXiv preprint arXiv:2005.05264, 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
Learning Function-Specific Word Representations
D Gerz, I Vulić, M Rei, R Reichart, A Korhonen
Research data supporting" SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity"
DS Gerz, I Vulic, F Hill, R Reichart, A Korhonen
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