Xiaoguang Yu

4 papers · 2022–2023 · 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 (12) 🐣 Hot Topic Early Bird

Venues

AAAI (2) COLING (1) Interspeech (1)

Top co-authors

Liangqing Wu (3) Shuangyong Song (3) Xiaodong He (3) Jia Wang (2) Zhoujun Li (1) Zhenhe Wu (1) Yangyang Wang (1) Yang Sun (1) Yaning Zhang (1) Guohong Fu (1)

Research topics

Machine Learning (4) Core Methods (4) Natural Language Processing (3) Applications (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (2) transfer learning (1) attention mechanism (1) bert model (1) intent classification (1) clustering algorithm (1) multi-turn dialogue (1) query understanding (1) dialogue system (1) text clustering (1) dialogue classification (1) new intent discovery (1) utterance representation (1) customer satisfaction (1) neighbor-based learning (1) satisfaction state (1) e-commerce chatbot (1) customer satisfaction prediction (1) satisfaction state tracking (1) dialogue-level classification (1)

Papers

Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning Interspeech 2023 A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022 Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots COLING 2022