Songlin Zhai
6 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
❓
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Representation
(2)
Deep Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
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)
kolmogorov-arnold network
(1)
confounding factor
(1)
semantic understanding
(1)
parameter updating
(1)
critical transmission path
(1)
memory bank
(1)
dynamic knowledge
(1)
parameter editing
(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
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying
ICML 2025
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion
COLING 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