Samson Tan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Dirichlet Prior

Top Venues

Publications

Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis
Learning to Generate Answers with Citations via Factual Consistency Models. ACL (1) (2024)
Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, Baber Abbasi, Alham Fikri Aji, Pawan Sasanka Ammanamanchi, Sidney Black, Jordan Clive, Anthony DiPofi, Julen Etxaniz, Benjamin Fattori, Jessica Zosa Forde, Charles Foster, Jeffrey Hsu, Mimansa Jaiswal, Wilson Y. Lee, Haonan Li, Charles Lovering, Niklas Muennighoff, Ellie Pavlick, Jason Phang, Aviya Skowron, Samson Tan, Xiangru Tang, Kevin A. Wang, Genta Indra Winata, François Yvon, Andy Zou
Lessons from the Trenches on Reproducible Evaluation of Language Models. CoRR (2024)
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
Extreme Miscalibration and the Illusion of Adversarial Robustness. ACL (1) (2024)
Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis
Learning to Generate Answers with Citations via Factual Consistency Models. CoRR (2024)
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
Extreme Miscalibration and the Illusion of Adversarial Robustness. CoRR (2024)
Dingmin Wang, Jinman Zhao, Hengzhi Pei, Samson Tan, Sheng Zha
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs. ACL (Findings) (2024)
Tuan Dinh, Jinman Zhao, Samson Tan, Renato Negrinho, Leonard Lausen, Sheng Zha, George Karypis
Large Language Models of Code Fail at Completing Code with Potential Bugs. NeurIPS (2023)
Hengchang Hu, Yiming Cao, Zhankui He, Samson Tan, Min-Yen Kan
Automatic Feature Fairness in Recommendation via Adversaries. SIGIR-AP (2023)
Tuan Dinh, Jinman Zhao, Samson Tan, Renato Negrinho, Leonard Lausen, Sheng Zha, George Karypis
Large Language Models of Code Fail at Completing Code with Potential Bugs. CoRR (2023)
Keng Ji Chow, Samson Tan, Min-Yen Kan
TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning. EACL (2023)
Hengchang Hu, Yiming Cao, Zhankui He, Samson Tan, Min-Yen Kan
Automatic Feature Fairness in Recommendation via Adversaries. CoRR (2023)
Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang
ReCode: Robustness Evaluation of Code Generation Models. ACL (1) (2023)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. EMNLP (Demos) (2022)
Samson Tan, Araz Taeihagh, Kathy Baxter
The Risks of Machine Learning Systems. CoRR (2022)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. CoRR (2022)
Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan
Whodunit? Learning to Contrast for Authorship Attribution. CoRR (2022)
Yacine Jernite, Huu Nguyen, Stella Biderman, Anna Rogers, Maraim Masoud, Valentin Danchev, Samson Tan, Alexandra Sasha Luccioni, Nishant Subramani, Gérard Dupont, Jesse Dodge, Kyle Lo, Zeerak Talat, Isaac Johnson, Dragomir R. Radev, Somaieh Nikpoor, Jörg Frohberg, Aaron Gokaslan, Peter Henderson, Rishi Bommasani, Margaret Mitchell
Data Governance in the Age of Large-Scale Data-Driven Language Technology. CoRR (2022)
Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan
Interpreting the Robustness of Neural NLP Models to Textual Perturbations. ACL (Findings) (2022)
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilic, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, Jonathan Tow, Alexander M. Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, et al.
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. CoRR (2022)
Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang
ReCode: Robustness Evaluation of Code Generation Models. CoRR (2022)
Yacine Jernite, Huu Nguyen, Stella Biderman, Anna Rogers, Maraim Masoud, Valentin Danchev, Samson Tan, Alexandra Sasha Luccioni, Nishant Subramani, Isaac Johnson, Gerard Dupont, Jesse Dodge, Kyle Lo, Zeerak Talat, Dragomir R. Radev, Aaron Gokaslan, Somaieh Nikpoor, Peter Henderson, Rishi Bommasani, Margaret Mitchell
Data Governance in the Age of Large-Scale Data-Driven Language Technology. FAccT (2022)
Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan
Whodunit? Learning to Contrast for Authorship Attribution. AACL/IJCNLP (1) (2022)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Reliability Testing for Natural Language Processing Systems. ACL/IJCNLP (1) (2021)
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, et al.
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CoRR (2021)
Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan
Causally Estimating the Sensitivity of Neural NLP Models to Spurious Features. CoRR (2021)
Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP. CoRR (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. NAACL-HLT (2021)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Reliability Testing for Natural Language Processing Systems. CoRR (2021)
Keng Ji Chow, Samson Tan, Min-Yen Kan
TraVLR: Now You See It, Now You Don't! Evaluating Cross-Modal Transfer of Visio-Linguistic Reasoning. CoRR (2021)
Samson Tan, Shafiq R. Joty
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots. CALCS@NAACL (2021)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
Robustness Gym: Unifying the NLP Evaluation Landscape. CoRR (2021)
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding. EMNLP (1) (2020)
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. CoRR (2020)
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations. ACL (2020)
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding. CoRR (2020)
Samson Tan, Khalid Moinuddin
Systematic review of human and organizational risks for probabilistic risk analysis in high-rise buildings. Reliab. Eng. Syst. Saf. 188 (2019)