Liang Tan
9 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NAACL (3)
EMNLP (2)
ACL (1)
CVPR (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
model compression
(4)
knowledge distillation
(3)
text classification
(2)
multimodal learning
(2)
rationale extraction
(2)
transfer learning
(1)
preference learning
(1)
self-supervised learning
(1)
preference alignment
(1)
text representation
(1)
interpretable machine learning
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
machine learning security
(1)
monte carlo tree search
(1)
backdoor attack
(1)
adversarial defense
(1)
downstream task
(1)
model explanation
(1)
pre-trained language model
(1)
Papers
Self-Generated Critiques Boost Reward Modeling for Language Models
NAACL 2025
Law of the Weakest Link: Cross Capabilities of Large Language Models
ICLR 2025
A Systematic Examination of Preference Learning through the Lens of Instruction-Following
NAACL 2025
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix
EMNLP 2023
Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning
CVPR 2023
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ICML 2022
Modality-specific Distillation
NAACL 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
EMNLP 2021