Qiang Ding

3 papers · 2023–2025 · 3 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 (16)

Venues

ACL (1) EMNLP (1) NeurIPS (1)

Top co-authors

Yixuan Cao (3) Ping Luo (3) Lvzhou Luo (1) Chaoxu Pang (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Applications (2) Core Methods (2) Artificial Intelligence (1) Core AI (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1) Understanding (1)

Keywords

active learning (1) attention mechanism (1) in-context learning (1) relation extraction (1) information extraction (1) dependency parsing (1) semantic analysis (1) model uncertainty (1) machine learning (1) selective classification (1) uncertainty estimation (1) retrieval-augmented generation (1) attention weight (1) deep ensemble (1) event extraction (1) fine-grained attribution (1) token-wise evidence (1) semantic completeness (1) guideline learning (1) sample ambiguity (1)

Papers

Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025 Guideline Learning for In-Context Information Extraction EMNLP 2023 Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NeurIPS 2023