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Federico Bianchi
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Pre-training is a hot topic: Contextualized document embeddings improve topic coherence
F Bianchi, S Terragni, D Hovy
ACL, 2021
2292021
Experimental neural network enhanced quantum tomography
AM Palmieri, E Kovlakov, F Bianchi, D Yudin, S Straupe, JD Biamonte, ...
npj Quantum Information 6 (1), 1-5, 2020
150*2020
When and why vision-language models behave like bags-of-words, and what to do about it?
M Yuksekgonul, F Bianchi, P Kalluri, D Jurafsky, J Zou
ICLR, 2023
127*2023
Cross-lingual contextualized topic models with zero-shot learning
F Bianchi, S Terragni, D Hovy, D Nozza, E Fersini
EACL, 2021
1262021
What the [MASK]? making sense of language-specific BERT models
D Nozza, F Bianchi, D Hovy
arXiv preprint arXiv:2003.02912, 2020
108*2020
Easily accessible text-to-image generation amplifies demographic stereotypes at large scale
F Bianchi, P Kalluri, E Durmus, F Ladhak, M Cheng, D Nozza, ...
FAccT, 2023
1022023
Knowledge Graph Embeddings and Explainable AI
F Bianchi, G Rossiello, L Costabello, M Palmonari, P Minervini
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations …, 2020
102*2020
Neural-symbolic integration and the semantic web
P Hitzler, F Bianchi, M Ebrahimi, MK Sarker
Semantic Web 11 (1), 3-11, 2020
872020
HONEST: Measuring hurtful sentence completion in language models
D Nozza, F Bianchi, D Hovy
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
862021
Training Temporal Word Embeddings with a Compass
V Di Carlo, F Bianchi, M Palmonari
AAAI, 2019
762019
“you sound just like your father” commercial machine translation systems include stylistic biases
D Hovy, F Bianchi, T Fornaciari
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
68*2020
FEEL-IT: Emotion and sentiment classification for the Italian language
F Bianchi, D Nozza, D Hovy
Proceedings of the eleventh workshop on computational approaches to …, 2021
582021
Tough Tables: Carefully Evaluating Entity Linking for Tabular Data
V Cutrona, F Bianchi, E Jimenez-Ruiz, M Palmonari
International Semantic Web Conference (ISWC), 2020
56*2020
A visual–language foundation model for pathology image analysis using medical twitter
Z Huang, F Bianchi, M Yuksekgonul, TJ Montine, J Zou
Nature medicine 29 (9), 2307-2316, 2023
502023
Towards bridging the neuro-symbolic gap: Deep deductive reasoners
M Ebrahimi, A Eberhart, F Bianchi, P Hitzler
Applied Intelligence 51, 6326-6348, 2021
362021
Measuring harmful sentence completion in language models for LGBTQIA+ individuals
D Nozza, F Bianchi, A Lauscher, D Hovy
Proceedings of the Second Workshop on Language Technology for Equality …, 2022
342022
Universal joy a data set and results for classifying emotions across languages
S Lamprinidis, F Bianchi, D Hardt, D Hovy
Proceedings of the Eleventh Workshop on Computational Approaches to …, 2021
322021
Contrastive language-image pre-training for the italian language
F Bianchi, G Attanasio, R Pisoni, S Terragni, G Sarti, D Balestri
CLIC-it, 2023
282023
On the gap between adoption and understanding in NLP
F Bianchi, D Hovy
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
272021
Sigir 2021 e-commerce workshop data challenge
J Tagliabue, C Greco, JF Roy, B Yu, PJ Chia, F Bianchi, G Cassani
arXiv preprint arXiv:2104.09423, 2021
272021
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