Songlin Zhai
6 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(20)
β
The Questioner
Conferences
AAAI (2)
ACL (1)
COLING (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
taxonomy expansion
(2)
contrastive learning
(1)
benchmark evaluation
(1)
transfer learning
(1)
knowledge editing
(1)
knowledge representation
(1)
model editing
(1)
hierarchical taxonomy
(1)
knowledge graph
(1)
semantic reasoning
(1)
description logic
(1)
confounding factor
(1)
semantic understanding
(1)
parameter updating
(1)
critical transmission path
(1)
dynamic knowledge
(1)
parameter editing
(1)
hierarchical semantics
(1)
contrastive rectifying
(1)
Papers
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws
AAAI 2026
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths
ACL 2025
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion
COLING 2025
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying
ICML 2025
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study
EMNLP 2024
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space
AAAI 2023