Junliang He
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(25)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NAACL (3)
EMNLP (2)
AAAI (1)
Top co-authors
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)
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)
chain of thought reasoning
(1)
pareto frontier
(1)
social bia
(1)
Papers
FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models
NAACL 2025
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis
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