Chengguang Tang
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(6)
Conferences
AAAI (3)
EMNLP (2)
ACL (1)
Top co-authors
Keywords
knowledge distillation
(2)
large language model
(2)
reward modeling
(1)
few-shot learning
(1)
preference learning
(1)
direct preference optimization
(1)
self-supervised learning
(1)
machine translation
(1)
language model alignment
(1)
natural language understanding
(1)
low-resource learning
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
knowledge graph
(1)
language model
(1)
reward model
(1)
pearson correlation
(1)
pre-trained model
(1)
iterative fine-tuning
(1)
pre-trained language model
(1)
Papers
Aligning Language Models Using Follow-up Likelihood as Reward Signal
AAAI 2025
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models
EMNLP 2024
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark
EMNLP 2023
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding
AAAI 2022
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
AAAI 2021
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment
ACL 2020