| FiLM: Visual Reasoning with a General Conditioning Layer E Perez, F Strub, H De Vries, V Dumoulin, A Courville AAAI, 2018 | 948* | 2018 |
| Retrieval-augmented generation for knowledge-intensive nlp tasks P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ... NeurIPS 2020, 2020 | 354 | 2020 |
| Eli5: Long form question answering A Fan, Y Jernite*, E Perez*, D Grangier, J Weston, M Auli Association for Computational Linguistics (ACL) 2019, 2019 | 136 | 2019 |
| Feature-wise transformations V Dumoulin, E Perez, N Schucher, F Strub, H Vries, A Courville, Y Bengio Distill 3 (7), e11, 2018 | 114* | 2018 |
| HoME: a Household Multimodal Environment S Brodeur, E Perez, A Anand, F Golemo, L Celotti, F Strub, J Rouat, ... ICLR 2018 Workshop, 2017 | 108 | 2017 |
| Supervised multimodal bitransformers for classifying images and text D Kiela, S Bhooshan, H Firooz, E Perez, D Testuggine arXiv preprint arXiv:1909.02950, 2019 | 84 | 2019 |
| Unsupervised Question Decomposition for Question Answering E Perez, P Lewis, W Yih, K Cho, D Kiela EMNLP 2020, 2020 | 68 | 2020 |
| True Few-Shot Learning with Language Models E Perez, D Kiela, K Cho NeurIPS 2021, 2021 | 67 | 2021 |
| Learning Visual Reasoning Without Strong Priors E Perez, H De Vries, F Strub, V Dumoulin, A Courville ICML 2017 Workshop, 2017 | 63 | 2017 |
| Finding Generalizable Evidence by Learning to Convince Q&A Models E Perez, S Karamcheti, R Fergus, J Weston, D Kiela, K Cho EMNLP 2019, 2019 | 25 | 2019 |
| Visual Reasoning with Multi-hop Feature Modulation F Strub, M Seurin, E Perez, H De Vries, J Mary, P Preux, A Courville, ... Proceedings of the European Conference on Computer Vision (ECCV), 784-800, 2018 | 23* | 2018 |
| Red teaming language models with language models E Perez, S Huang, F Song, T Cai, R Ring, J Aslanides, A Glaese, ... arXiv preprint arXiv:2202.03286, 2022 | 15 | 2022 |
| Semi-supervised learning with the deep rendering mixture model T Nguyen, W Liu, E Perez, RG Baraniuk, AB Patel arXiv preprint arXiv:1612.01942, 2016 | 11 | 2016 |
| Case-based reasoning for natural language queries over knowledge bases R Das, M Zaheer, D Thai, A Godbole, E Perez, JY Lee, L Tan, ... EMNLP 2021, 2021 | 6 | 2021 |
| Rissanen data analysis: Examining dataset characteristics via description length E Perez, D Kiela, K Cho ICML 2021, 2021 | 6 | 2021 |
| Training Language Models with Natural Language Feedback J Scheurer, JA Campos, JS Chan, A Chen, K Cho, E Perez ACL 2022 Workshop on Learning with Natural Language Supervision, 2022 | 1 | 2022 |
| Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions A Parrish, H Trivedi, E Perez, A Chen, N Nangia, J Phang, SR Bowman ACL 2022 Workshop on Learning with Natural Language Supervision, 2022 | 1 | 2022 |
| RL with KL penalties is better viewed as Bayesian inference T Korbak, E Perez, CL Buckley RLDM 2022 Workshop on RL as a Model of Agency, 2022 | | 2022 |
| Finding and Fixing Undesirable Behaviors in Pretrained Language Models E Perez New York University, USA, 2022 | | 2022 |
| Retrospective for: "FiLM: Visual Reasoning with a General Conditioning Layer" E Perez NeurIPS ML Retrospectives Workshop, 2019 | | 2019 |
Florian STRUBDeepMindVerified email at google.com
