Pre-training is a hot topic: Contextualized document embeddings improve topic coherence F Bianchi, S Terragni, D Hovy ACL, 2021 | 246 | 2021 |
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 | 170* | 2023 |
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 | 152 | 2020 |
Cross-lingual contextualized topic models with zero-shot learning F Bianchi, S Terragni, D Hovy, D Nozza, E Fersini EACL, 2021 | 139 | 2021 |
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 | 126 | 2023 |
What the [MASK]? making sense of language-specific BERT models D Nozza, F Bianchi, D Hovy arXiv preprint arXiv:2003.02912, 2020 | 111* | 2020 |
Knowledge Graph Embeddings and Explainable AI F Bianchi, G Rossiello, L Costabello, M Palmonari, P Minervini Knowledge Graphs for eXplainable Artificial Intelligence: Foundations …, 2020 | 106* | 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 | 95 | 2023 |
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 | 95 | 2021 |
Neural-symbolic integration and the semantic web P Hitzler, F Bianchi, M Ebrahimi, MK Sarker Semantic Web 11 (1), 3-11, 2020 | 86 | 2020 |
Training Temporal Word Embeddings with a Compass V Di Carlo, F Bianchi, M Palmonari AAAI, 2019 | 76 | 2019 |
“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 | 74* | 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 | 58 | 2021 |
Tough Tables: Carefully Evaluating Entity Linking for Tabular Data V Cutrona, F Bianchi, E Jimenez-Ruiz, M Palmonari International Semantic Web Conference (ISWC), 2020 | 58* | 2020 |
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 | 39 | 2022 |
Towards bridging the neuro-symbolic gap: Deep deductive reasoners M Ebrahimi, A Eberhart, F Bianchi, P Hitzler Applied Intelligence 51, 6326-6348, 2021 | 37 | 2021 |
Pipelines for Social Bias Testing of Large Language Models D Nozza, F Bianchi, D Hovy Challenges & Perspectives in Creating Large Language Models, 2022 | 35 | 2022 |
Contrastive language-image pre-training for the italian language F Bianchi, G Attanasio, R Pisoni, S Terragni, G Sarti, D Balestri CLIC-it, 2023 | 34 | 2023 |
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 | 31 | 2021 |
On the gap between adoption and understanding in NLP F Bianchi, D Hovy Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 28 | 2021 |