Don’t count, predict! a systematic comparison of context-counting vs. context-predicting semantic vectors M Baroni, G Dinu, G Kruszewski
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
2100 2014 Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
1500 2023 Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
1019 2022 What you can cram into a single vector: Probing sentence embeddings for linguistic properties A Conneau, G Kruszewski, G Lample, L Barrault, M Baroni
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
989 2018 The LAMBADA dataset: Word prediction requiring a broad discourse context D Paperno, G Kruszewski, A Lazaridou, QN Pham, R Bernardi, S Pezzelle, ...
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
484 2016 How cosmopolitan are emojis? Exploring emojis usage and meaning over different languages with distributional semantics F Barbieri, G Kruszewski, F Ronzano, H Saggion
Proceedings of the 24th ACM international conference on Multimedia, 531-535, 2016
234 2016 The emergence of number and syntax units in LSTM language models Y Lakretz, G Kruszewski, T Desbordes, D Hupkes, S Dehaene, M Baroni
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
195 2019 Memorize or generalize? searching for a compositional rnn in a haystack A Liška, G Kruszewski, M Baroni
arXiv preprint arXiv:1802.06467, 2018
83 2018 Convolutional neural network language models NQ Pham, G Kruszewski, G Boleda
Proceedings of the 2016 conference on empirical methods in natural language …, 2016
76 2016 Cooperative learning of disjoint syntax and semantics S Havrylov, G Kruszewski, A Joulin
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
61 2019 Aligning Foundation Models for Language with Preferences through D Go, T Korbak, G Kruszewski, J Rozen, N Ryu, M Dymetman
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation …, 2023
51 * 2023 Deriving boolean structures from distributional vectors G Kruszewski, D Paperno, M Baroni
Transactions of the Association for Computational Linguistics 3, 375-388, 2015
51 2015 Generating grammar exercises L Perez-Beltrachini, C Gardent, G Kruszewski
Proceedings of the Seventh Workshop on Building Educational Applications …, 2012
45 2012 On reinforcement learning and distribution matching for fine-tuning language models with no catastrophic forgetting T Korbak, H Elsahar, G Kruszewski, M Dymetman
Advances in Neural Information Processing Systems 35, 16203-16220, 2022
41 2022 Controlling conditional language models without catastrophic forgetting T Korbak, H Elsahar, G Kruszewski, M Dymetman
International Conference on Machine Learning, 11499-11528, 2022
32 2022 Learning compositionally through attentive guidance D Hupkes, A Singh, K Korrel, G Kruszewski, E Bruni
arXiv preprint arXiv:1805.09657, 2018
32 2018 There is no logical negation here, but there are alternatives: modeling conversational negation with distributional semantics G Kruszewski, D Paperno, R Bernardi, M Baroni
Computational Linguistics special issue: Formal Distributional Semantics, 2016
31 2016 Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model N Pham, G Kruszewski, A Lazaridou, M Baroni
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
28 * 2015 Unsupervised and distributional detection of machine-generated text M Gallé, J Rozen, G Kruszewski, H Elsahar
arXiv preprint arXiv:2111.02878, 2021
26 2021 So similar and yet incompatible: Toward the automated identification of semantically compatible words G Kruszewski, M Baroni
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
23 2015 
Marco BaroniICREA Professor (Barcelona)Verifisert e-postadresse på upf.edu
