Samson Tan
14 papers · 2020–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🧭 Keyword Pioneer
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Keyword Collector
(71)
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Machine Learning
(12)
Artificial Intelligence
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Deep Learning
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Core AI
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Learning Types · Machine Learning
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Natural Language Processing
(7)
Application Areas
(6)
Applications
(3)
Learning Types · Deep Learning
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(3)
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(3)
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(2)
Generation
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
code generation
(3)
adversarial attack
(3)
code completion
(2)
adversarial training
(2)
natural language processing
(2)
adversarial learning
(2)
transfer learning
(2)
language model
(2)
model robustness
(2)
text generation
(1)
model calibration
(1)
text representation
(1)
cross-lingual transfer
(1)
ai safety
(1)
weakly supervised learning
(1)
out-of-distribution generalization
(1)
authorship attribution
(1)
cross-modal transfer
(1)
program synthesis
(1)
adversarial robustness
(1)
Papers
Extreme Miscalibration and the Illusion of Adversarial Robustness
ACL 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs
ACL 2024
Learning to Generate Answers with Citations via Factual Consistency Models
ACL 2024
Large Language Models of Code Fail at Completing Code with Potential Bugs
NeurIPS 2023
ReCode: Robustness Evaluation of Code Generation Models
ACL 2023
TraVLR: Now You See It, Now You Don’t! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning
EACL 2023
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems
EMNLP 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations
ACL 2022
Whodunit? Learning to Contrast for Authorship Attribution
AACL 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings
ACL 2022
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots
NAACL 2021
Reliability Testing for Natural Language Processing Systems
ACL 2021
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations
ACL 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding
EMNLP 2020