Ting Deng

3 papers · 2019–2023 · 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 (10) 🚀 Conference Pioneer

Venues

AAAI (1) EACL (1) EMNLP (1)

Top co-authors

Jianxin Li (2) Tianchen Zhu (1) Qianren Mao (1) Chunming Hu (1) Weiyi Yang (1) Richong Zhang (1) Zheng Wang (1) Chunyang Jiang (1) Chenghua Lin (1) Fanshuang Kong (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Deep Learning (1) Knowledge & Reasoning (1) Reinforcement Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Methods (1) Representation (1) Techniques (1)

Keywords

knowledge graph (2) reinforcement learning (1) link prediction (1) semi-supervised learning (1) text classification (1) attention mechanism (1) knowledge distillation (1) extractive summarization (1) markov decision process (1) graph embedding (1) knowledge base completion (1) relation prediction (1) knowledge graph embedding (1) entity embedding (1) multi-hop reasoning (1) student model (1) neural embedding (1) graph neural network (1) spurious path (1) model compression (1)

Papers

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining EMNLP 2023 Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning EACL 2023 LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion AAAI 2019