Qian-Wen Zhang

10 papers · 2021–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 📈 Trend Setter

⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

ACL (3) EMNLP (3) AAAI (2) COLING (1) IJCAI (1)

Top co-authors

Yunbo Cao (8) Zhao Yan (5) Deyu Zhou (3) Linhai Zhang (2) Ximing Zhang (2) Xing Sun (2) Yanzheng Xiang (2) Ruifang Liu (2) Zhoujun Li (2) Min-ling Zhang (2)

Research topics

Natural Language Processing (7) Machine Learning (6) Artificial Intelligence (5) Applications (5) Core AI (5) Learning Types · Machine Learning (4) Core Methods (3) Generation (2) Resources & Methods (2) Deep Learning (1) Application Areas (1) Learning Types · Deep Learning (1) Understanding (1)

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

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025 Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025 G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation ACL 2023 CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers EMNLP 2022 Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL 2022 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 Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning ACL 2021 Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021 MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts AAAI 2021