He Xie

7 papers · 2019–2024 · 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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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (2) NAACL (2) ECCV (1) EMNLP (1) ICCV (1)

Top co-authors

Yaonan Wang (2) Ajmal Mian (2) Zijie Wu (2) Jianhua Lu (2) Mingtao Feng (2) Mukund Sridhar (2) Anil Ramakrishna (1) Subhrangshu Nandi (1) Francisco Garcia (1) Weisheng Dong (1)

Research topics

Machine Learning (4) Natural Language Processing (3) Applications (3) Learning Types (3) Computer Vision (1) Deep Learning (1) Application Areas (1) Core Methods (1) Generation (1) Models (1) Optimization & Theory (1) Understanding (1)

Keywords

semi-supervised learning (2) named entity recognition (2) semantic parsing (1) task-oriented dialogue (1) intent classification (1) natural language understanding (1) low-resource learning (1) paraphrase generation (1) virtual adversarial training (1) data selection (1) diffusion probabilistic model (1) model stability (1) entity recognition (1) seq2seq model (1) dialog system (1) training instability (1) neural network (1) text guidance (1) accuracy loss (1) student-teacher framework (1)

Papers

External Knowledge Enhanced 3D Scene Generation from Sketch ECCV 2024 An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ACL 2023 Measuring and Mitigating Local Instability in Deep Neural Networks ACL 2023 Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation ICCV 2023 Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021 Towards Realistic Single-Task Continuous Learning Research for NER EMNLP 2021 Paraphrase Generation for Semi-Supervised Learning in NLU NAACL 2019