Liangchen Luo
9 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Deep Learning
(3)
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(3)
Applications Β· Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
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(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Keywords
instruction tuning
(2)
text rewriting
(2)
memory network
(2)
natural language generation
(1)
language model evaluation
(1)
semantic representation
(1)
response generation
(1)
computational efficiency
(1)
inference acceleration
(1)
preference modeling
(1)
learning rate
(1)
convergence guarantee
(1)
data mining
(1)
reward model
(1)
generalization gap
(1)
adaptive gradient method
(1)
retrieval-augmented generation
(1)
sparse attention
(1)
llm evaluation
(1)
dialogue generation
(1)
Papers
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025
Fusion-Eval: Integrating Assistant Evaluators with LLMs
EMNLP 2024
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision
EMNLP 2024
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting
AAAI 2024
Towards an On-device Agent for Text Rewriting
NAACL 2024
Adaptive Gradient Methods with Dynamic Bound of Learning Rate
ICLR 2019
Learning Personalized End-to-End Goal-Oriented Dialog
AAAI 2019
Text Assisted Insight Ranking Using Context-Aware Memory Network
AAAI 2019
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation
EMNLP 2018