Qishen Zhang

5 papers · 2022–2025 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

Venues

ACL (4) COLING (1)

Top co-authors

Zhongyi Liu (3) Jinxiong Chang (3) Mingzhe Li (2) Juntao Li (2) Xiuying Chen (2) Guannan Zhang (2) Min Zhang (2) Yue Wang (2) Taifeng Wang (1) Linyi Yang (1)

Research topics

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

Keywords

large language model (3) contrastive learning (2) text generation (2) knowledge distillation (1) knowledge editing (1) data augmentation (1) hierarchical text classification (1) text matching (1) semantic similarity (1) benchmark dataset (1) parameter-efficient fine-tuning (1) safety benchmark (1) exposure bia (1) data generation (1) text augmentation (1) label controllability (1) text diversity (1) keyword extraction (1) toxicity reduction (1) model detoxification (1)

Papers

Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025 Detoxifying Large Language Models via Knowledge Editing ACL 2024 Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model COLING 2024 Towards Better Hierarchical Text Classification with Data Generation ACL 2023 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022