Heda Wang
9 papers · 2024–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (8)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(26)
β‘
Prolific Year
(8)
Conferences
ACL (3)
AAAI (1)
EACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(6)
benchmark evaluation
(2)
representation learning
(2)
knowledge distillation
(1)
in-context learning
(1)
chain-of-thought reasoning
(1)
text generation
(1)
semantic search
(1)
document retrieval
(1)
language model alignment
(1)
dense retrieval
(1)
parameter efficient
(1)
demonstration learning
(1)
expectation-maximization algorithm
(1)
generative model
(1)
latent representation
(1)
pearson correlation
(1)
text embedding
(1)
instruction embedding
(1)
task identification
(1)
Papers
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
AAAI 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
ACL 2024
BatchEval: Towards Human-like Text Evaluation
ACL 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
NIPS 2024
Generative Dense Retrieval: Memory Can Be a Burden
EACL 2024
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
ICLR 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
ACL 2024