Guohua Tang
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
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 data
(1)
dialogue evaluation
(1)
n-gram model
(1)
open-domain dialogue
(1)
data reweighting
(1)
language model pretraining
(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