Sizhe Zhou
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Gold
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(2)
zero-shot learning
(2)
relation extraction
(1)
information extraction
(1)
semantic parsing
(1)
factual knowledge
(1)
machine reading comprehension
(1)
knowledge base
(1)
ontology alignment
(1)
associative memory
(1)
knowledge graph
(1)
multi-turn dialogue
(1)
personalized pagerank
(1)
relation classification
(1)
llm agent
(1)
conversational question answering
(1)
small language model
(1)
end-to-end generation
(1)
open relation extraction
(1)
schema adaptation
(1)
Papers
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
ICML 2025
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
EMNLP 2024
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents
ACL 2024
Topic-Oriented Open Relation Extraction with A Priori Seed Generation
EMNLP 2024
Towards End-to-End Open Conversational Machine Reading
EACL 2023