Samson Tan

36 papers A* 2A 1Journal 20Unranked 13
YearRankTypeTitle / Venue / Authors
2024 — conf
Extreme Miscalibration and the Illusion of Adversarial Robustness.
ACL (1)
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
2024 J jnl
Extreme Miscalibration and the Illusion of Adversarial Robustness.
CoRR
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
2024 — conf
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs.
ACL (Findings)
Dingmin Wang, Jinman Zhao, Hengzhi Pei, Samson Tan, Sheng Zha
2024 — conf
Learning to Generate Answers with Citations via Factual Consistency Models.
ACL (1)
Rami Aly, ZhiQiang Tang, Samson Tan, George Karypis
2024 J jnl
Learning to Generate Answers with Citations via Factual Consistency Models.
CoRR
Rami Aly, ZhiQiang Tang, Samson Tan, George Karypis
2024 J jnl
Lessons from the Trenches on Reproducible Evaluation of Language Models.
CoRR
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
2023 — conf
Automatic Feature Fairness in Recommendation via Adversaries.
SIGIR-AP
Hengchang Hu, Yiming Cao, Zhankui He, Samson Tan, Min-Yen Kan
2023 J jnl
Automatic Feature Fairness in Recommendation via Adversaries.
CoRR
Hengchang Hu, Yiming Cao, Zhankui He, Samson Tan, Min-Yen Kan
2023 A* conf
Large Language Models of Code Fail at Completing Code with Potential Bugs.
NeurIPS
Tuan Dinh, Jinman Zhao, Samson Tan, Renato Negrinho, Leonard Lausen, Sheng Zha, George Karypis
2023 J jnl
Large Language Models of Code Fail at Completing Code with Potential Bugs.
CoRR
Tuan Dinh, Jinman Zhao, Samson Tan, Renato Negrinho, Leonard Lausen, Sheng Zha, George Karypis
2023 — conf
ReCode: Robustness Evaluation of Code Generation Models.
ACL (1)
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
2023 A conf
TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning.
EACL
Keng Ji Chow, Samson Tan, Min-Yen Kan
2022 — conf
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems.
EMNLP (Demos)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022 J jnl
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems.
CoRR
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022 — conf
Data Governance in the Age of Large-Scale Data-Driven Language Technology.
FAccT
Yacine Jernite, Huu Nguyen, Stella Biderman, Anna Rogers, Maraim Masoud, Valentin Danchev, Samson Tan, Alexandra Sasha Luccioni, Nishant Subramani, Isaac Johnson, Gérard Dupont, Jesse Dodge, Kyle Lo, Zeerak Talat, Dragomir R. Radev, Aaron Gokaslan, Somaieh Nikpoor, Peter Henderson, Rishi Bommasani, Margaret Mitchell
2022 J jnl
Data Governance in the Age of Large-Scale Data-Driven Language Technology.
CoRR
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
2022 — conf
Interpreting the Robustness of Neural NLP Models to Textual Perturbations.
ACL (Findings)
Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan
2022 J jnl
ReCode: Robustness Evaluation of Code Generation Models.
CoRR
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
2022 J jnl
The Risks of Machine Learning Systems.
CoRR
Samson Tan, Araz Taeihagh, Kathy Baxter
2022 — conf
Whodunit? Learning to Contrast for Authorship Attribution.
AACL/IJCNLP (1)
Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan
2022 J jnl
Whodunit? Learning to Contrast for Authorship Attribution.
CoRR
Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan
2021 J jnl
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.
CoRR
Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan
2021 J jnl
Causally Estimating the Sensitivity of Neural NLP Models to Spurious Features.
CoRR
Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan
2021 — conf
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
CALCS@NAACL
Samson Tan, Shafiq R. Joty
2021 — conf
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
NAACL-HLT
Samson Tan, Shafiq R. Joty
2021 J jnl
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots.
CoRR
Samson Tan, Shafiq R. Joty
2021 J jnl
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.
CoRR
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, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2021 — conf
Reliability Testing for Natural Language Processing Systems.
ACL/IJCNLP (1)
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
2021 J jnl
Reliability Testing for Natural Language Processing Systems.
CoRR
Samson Tan, Shafiq R. Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
2021 J jnl
Robustness Gym: Unifying the NLP Evaluation Landscape.
CoRR
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
2021 J jnl
TraVLR: Now You See It, Now You Don't! Evaluating Cross-Modal Transfer of Visio-Linguistic Reasoning.
CoRR
Keng Ji Chow, Samson Tan, Min-Yen Kan
2020 A* conf
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.
ACL
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020 J jnl
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.
CoRR
Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020 J jnl
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding.
CoRR
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
2020 — conf
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding.
EMNLP (1)
Samson Tan, Shafiq R. Joty, Lav R. Varshney, Min-Yen Kan
2019 J jnl
Systematic review of human and organizational risks for probabilistic risk analysis in high-rise buildings.
Reliab. Eng. Syst. Saf.
Samson Tan, Khalid A. M. Moinuddin