| 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, ... Transactions on Machine Learning Research (TMLR, 2023), 2023 | 1254 | 2023 |
| Super-NaturalInstructions: Generalization via declarative instructions on 1600+ nlp tasks Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ... Empirical Methods in Natural Language Processing (EMNLP 2022), 2022 | 510 | 2022 |
| Benchmarking generalization via in-context instructions on 1,600+ language tasks Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ... arXiv preprint arXiv:2204.07705 2, 2022 | 130 | 2022 |
| Inverse Scaling: When Bigger Isn't Better IR McKenzie, A Lyzhov, M Pieler, A Parrish, A Mueller, A Prabhu, ... Transactions on Machine Learning Research (TMLR, 2023), 2023 | 79 | 2023 |
| Nl-augmenter: A framework for task-sensitive natural language augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... Northern European Journal of Language Technology (NEJLT, 2023), 2021 | 76 | 2021 |
| Finetuning Text-to-Image Diffusion Models for Fairness X Shen, C Du, T Pang, M Lin, Y Wong, M Kankanhalli International Conference on Learning Representations (ICLR 2024, Oral), 2024 | 31 | 2024 |
| Introducing v0. 5 of the AI Safety Benchmark from MLCommons B Vidgen, A Agrawal, AM Ahmed, V Akinwande, N Al-Nuaimi, N Alfaraj, ... arXiv preprint arXiv:2404.12241, 2024 | 27 | 2024 |
| Unsupervised motion representation learning with capsule autoencoders Z Xu, X Shen, Y Wong, MS Kankanhalli Annual Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 | 23 | 2021 |
| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks X Shen, Y Wong, M Kankanhalli IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023 …, 2023 | 16 | 2023 |
| Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities X Shen, H Brown, J Tao, M Strobel, Y Tong, A Narayan, H Soh, ... arXiv preprint arXiv:2306.12609, 2023 | 3 | 2023 |
| Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective AG Yasar, A Chong, E Dong, T Gilbert, S Hladikova, C Mougan, X Shen, ... LSE Legal Studies Working Paper, 2024 | 2 | 2024 |
| Unwarranted Gender Disparity in Online P2P Lending: Evidence of Affirmative Action X Shen, T Tan, TQ Phan, J Keppo arXiv preprint arXiv:2210.07864, 2022 | 1 | 2022 |
| AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI AG Yasar, A Chong, E Dong, TK Gilbert, S Hladikova, R Maio, C Mougan, ... arXiv preprint arXiv:2308.02033, 2023 | | 2023 |
| Gender Animus Can Still Exist Under Favorable Disparate Impact: a Cautionary Tale from Online P2P Lending X Shen, T Tan, T Phan, J Keppo ACM Conference on Fairness, Accountability, and Transparency (FAccT 2023 …, 2023 | | 2023 |
