Junliang He
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Application Areas
(3)
Generation
(3)
Resources & Methods
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
large language model
(2)
representation learning
(1)
contrastive learning
(1)
metric learning
(1)
self-supervised learning
(1)
data augmentation
(1)
in-context learning
(1)
natural language generation
(1)
chain-of-thought reasoning
(1)
text generation
(1)
language model evaluation
(1)
efficient computing
(1)
language understanding
(1)
language model
(1)
evaluation metric
(1)
reasoning framework
(1)
chain-of-thought prompting
(1)
experience replay
(1)
pareto frontier
(1)
social bia
(1)
Papers
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis
NAACL 2025
FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models
NAACL 2025
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
AAAI 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences
EMNLP 2024
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
EMNLP 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline
NAACL 2022