conftrace_

Sihong Liu

3 papers · 2020–2021 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze

Venues

ACL (1) COLING (1) EMNLP (1)

Top co-authors

Weiran Xu (3) Keqing He (3) Yuanmeng Yan (2) Hong Xu (2) Zijun Liu (1) Min Hu (1) Jie Zhou (1) Fanyu Meng (1) Jinchao Zhang (1)

Research topics

Machine Learning (2) Core Methods (2) Learning Types (1) Optimization & Theory (1)

Keywords

adversarial learning (1) out-of-domain detection (1) mahalanobis distance (1) confidence scoring (1) slot filling (1) task-oriented dialog (1) generative classifier (1) neural network (1) gaussian discriminant analysis (1) semantic decoupling (1)

Papers

Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System ACL 2021 A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020 Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots EMNLP 2020