Qian-Wen Zhang
11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
ACL (3)
EMNLP (3)
AAAI (2)
COLING (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
information extraction
(2)
semantic parsing
(2)
semi-supervised learning
(1)
knowledge extraction
(1)
attention mechanism
(1)
knowledge distillation
(1)
multi-class classification
(1)
sql generation
(1)
topic modeling
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
relation extraction
(1)
multi-label classification
(1)
text representation
(1)
multi-task learning
(1)
partial label learning
(1)
benchmark evaluation
(1)
knowledge graph
(1)
semantic embedding
(1)
contrastive learning
(1)
Papers
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts
EMNLP 2025
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL
COLING 2025
G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation
ACL 2023
Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge
ACL 2022
CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers
EMNLP 2022
Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning
AAAI 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning
IJCNLP 2021
MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts
AAAI 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning
ACL 2021
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering
EMNLP 2021
Correlation-Guided Representation for Multi-Label Text Classification
IJCAI 2021