Felix Hill
Felix Hill
Research Scientist, Deepmind
Verified email at cam.ac.uk - Homepage
TitleCited byYear
Simlex-999: Evaluating semantic models with (genuine) similarity estimation
F Hill, R Reichart, A Korhonen
Computational Linguistics 41 (4), 665-695, 2015
4612015
The goldilocks principle: Reading children's books with explicit memory representations
F Hill, A Bordes, S Chopra, J Weston
arXiv preprint arXiv:1511.02301, 2015
2092015
Learning distributed representations of sentences from unlabelled data
F Hill, K Cho, A Korhonen
arXiv preprint arXiv:1602.03483, 2016
1592016
Specializing word embeddings for similarity or relatedness
D Kiela, F Hill, S Clark
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
642015
Learning to understand phrases by embedding the dictionary
F Hill, K Cho, A Korhonen, Y Bengio
arXiv preprint arXiv:1504.00548, 2015
582015
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
542016
Learning abstract concept embeddings from multi-modal data: Since you probably can't see what i mean
F Hill, A Korhonen
Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014
522014
Improving multi-modal representations using image dispersion: Why less is sometimes more
D Kiela, F Hill, A Korhonen, S Clark
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
482014
Grounded language learning in a simulated 3D world
KM Hermann, F Hill, S Green, F Wang, R Faulkner, H Soyer, D Szepesvari, ...
arXiv preprint arXiv:1706.06551, 2017
43*2017
Not all neural embeddings are born equal
F Hill, KH Cho, S Jean, C Devin, Y Bengio
arXiv preprint arXiv:1410.0718, 2014
322014
The goldilocks principle
F Hill, A Bordes, S Chopra, J Weston
arXiv preprint arXiv:1511.02301, 2015
282015
Zipf's law and the grammar of languages: A quantitative study of Old and Modern English parallel texts
C Bentz, D Kiela, F Hill, P Buttery
Corpus Linguistics and Linguistic Theory 10 (2), 175-211, 2014
252014
Adaptive communication: Languages with more non-native speakers tend to have fewer word forms
C Bentz, A Verkerk, D Kiela, F Hill, P Buttery
PLoS One 10 (6), e0128254, 2015
232015
Multi-modal models for concrete and abstract concept meaning
F Hill, R Reichart, A Korhonen
Transactions of the Association of Computational Linguistics 2 (1), 285-296, 2014
232014
A quantitative empirical analysis of the abstract/concrete distinction
F Hill, A Korhonen, C Bentz
Cognitive science 38 (1), 162-177, 2014
232014
Embedding word similarity with neural machine translation
F Hill, K Cho, S Jean, C Devin, Y Bengio
arXiv preprint arXiv:1412.6448, 2014
222014
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
212017
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
A Wang, A Singh, J Michael, F Hill, O Levy, SR Bowman
arXiv preprint arXiv:1804.07461, 2018
152018
Concreteness and subjectivity as dimensions of lexical meaning
F Hill, A Korhonen
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
122014
The representational geometry of word meanings acquired by neural machine translation models
F Hill, K Cho, S Jean, Y Bengio
Machine Translation 31 (1-2), 3-18, 2017
112017
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