Pengcheng Jiang
11 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(10)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
EMNLP (3)
ICLR (2)
NAACL (2)
AAAI (1)
ACL (1)
EACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
contrastive learning
(1)
evaluation framework
(1)
zero-shot learning
(1)
link prediction
(1)
curriculum learning
(1)
knowledge distillation
(1)
in-context learning
(1)
relation extraction
(1)
prompt engineering
(1)
information retrieval
(1)
text summarization
(1)
hierarchical clustering
(1)
dense retrieval
(1)
reinforcement learning
(1)
semantic indexing
(1)
semantic coherence
(1)
knowledge graph
(1)
generative model
(1)
representation learning
(1)
Papers
Zero-Shot Open-Schema Entity Structure Discovery
EACL 2026
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025
s3: You Donβt Need That Much Data to Train a Search Agent via RL
EMNLP 2025
Topic Coverage-based Demonstration Retrieval for In-Context Learning
EMNLP 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
NIPS 2024
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
ICLR 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search
EMNLP 2024
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
NAACL 2024
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
ACL 2023