Guohua Tang
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(6)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
EMNLP (2)
AAAI (1)
ACL (1)
Top co-authors
Keywords
language model
(2)
large language model
(2)
direct preference optimization
(1)
self-supervised learning
(1)
knowledge distillation
(1)
machine translation
(1)
language model alignment
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
training efficiency
(1)
reward model
(1)
pearson correlation
(1)
iterative fine-tuning
(1)
preference datum
(1)
dialogue evaluation
(1)
language model pre-training
(1)
n-gram model
(1)
open-domain dialogue
(1)
data reweighting
(1)
soft deduplication
(1)
Papers
Aligning Language Models Using Follow-up Likelihood as Reward Signal
AAAI 2025
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training
ACL 2024
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