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Samson Tan
Samson Tan
Applied Scientist at Amazon AGI
Verified email at amazon.com - Homepage
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Cited by
Year
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
16262023
Robustness gym: Unifying the NLP evaluation landscape
K Goel, N Rajani, J Vig, S Tan, J Wu, S Zheng, C Xiong, M Bansal, C Ré
arXiv preprint arXiv:2101.04840, 2021
1422021
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
S Tan, S Joty, MY Kan, R Socher
The 58th Annual Meeting of the Association for Computational Linguistics …, 2020
1132020
You reap what you sow: On the challenges of bias evaluation under multilingual settings
Z Talat, A Névéol, S Biderman, M Clinciu, M Dey, S Longpre, S Luccioni, ...
Proceedings of BigScience Episode# 5--Workshop on Challenges & Perspectives …, 2022
1042022
Between words and characters: A brief history of open-vocabulary modeling and tokenization in NLP
SJ Mielke, Z Alyafeai, E Salesky, C Raffel, M Dey, M Gallé, A Raja, C Si, ...
arXiv preprint arXiv:2112.10508, 2021
103*2021
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
arXiv preprint arXiv:2112.02721, 2021
722021
Data governance in the age of large-scale data-driven language technology
Y Jernite, H Nguyen, S Biderman, A Rogers, M Masoud, V Danchev, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
682022
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding
S Tan, S Joty, LR Varshney, MY Kan
The 2020 Conference on Empirical Methods in Natural Language Processing, 2020
432020
Reliability Testing for Natural Language Processing Systems
S Tan, S Joty, K Baxter, A Taeihagh, GA Bennett, MY Kan
The Joint Conference of the 59th Annual Meeting of the Association for …, 2021
372021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots
S Tan, S Joty
2021 Annual Conference of the North American Chapter of the Association for …, 2021
302021
Recode: Robustness evaluation of code generation models
S Wang, Z Li, H Qian, C Yang, Z Wang, M Shang, V Kumar, S Tan, B Ray, ...
arXiv preprint arXiv:2212.10264, 2022
252022
Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, and Bing Xiang. Recode: Robustness evaluation of code generation models
S Wang, Z Li, H Qian, C Yang, Z Wang, M Shang, V Kumar, S Tan
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
212023
Interpreting the robustness of neural NLP models to textual perturbations
Y Zhang, L Pan, S Tan, MY Kan
arXiv preprint arXiv:2110.07159, 2021
192021
Large language models of code fail at completing code with potential bugs
T Dinh, J Zhao, S Tan, R Negrinho, L Lausen, S Zha, G Karypis
Advances in Neural Information Processing Systems 36, 2024
162024
Lessons from the trenches on reproducible evaluation of language models
S Biderman, H Schoelkopf, L Sutawika, L Gao, J Tow, B Abbasi, AF Aji, ...
arXiv preprint arXiv:2405.14782, 2024
152024
Whodunit? Learning to Contrast for Authorship Attribution
B Ai, Y Wang, Y Tan, S Tan
arXiv preprint arXiv:2209.11887, 2022
122022
The risks of machine learning systems
S Tan, A Taeihagh, K Baxter
arXiv preprint arXiv:2204.09852, 2022
122022
TraVLR: Now You See It, Now You Don’t! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning
KJ Chow*, S Tan*, MY Kan
Proceedings of the 17th Conference of the European Chapter of the …, 2023
32023
Automatic Feature Fairness in Recommendation via Adversaries
H Hu, Y Cao, Z He, S Tan, MY Kan
Proceedings of the Annual International ACM SIGIR Conference on Research and …, 2023
22023
Linguistically-Inclusive Natural Language Processing
S Tan
Ph. D. Dissertation. National University of Singapore, 2022
22022
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Articles 1–20