Junnan Liu
8 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
β
The Questioner
Conferences
EMNLP (2)
NAACL (2)
AAAI (1)
ACL (1)
COLING (1)
ICML (1)
Top co-authors
Keywords
large language model
(2)
semi-supervised learning
(2)
text classification
(2)
benchmark evaluation
(1)
variational inference
(1)
pseudo labeling
(1)
few-shot learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
in-context learning
(1)
extractive summarization
(1)
code generation
(1)
boundary detection
(1)
natural language understanding
(1)
knowledge graph reasoning
(1)
logical reasoning
(1)
first-order logic
(1)
knowledge graph
(1)
adversarial perturbation
(1)
semantic segmentation
(1)
Papers
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
NAACL 2025
Are Your LLMs Capable of Stable Reasoning?
ACL 2025
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
EMNLP 2025
Few-Shot Natural Language to First-Order Logic Translation via Code Generation
NAACL 2025
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
ICML 2024
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
EMNLP 2023
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization
COLING 2022
Inferring Camouflaged Objects by Texture-Aware Interactive Guidance Network
AAAI 2021