Wentao Deng

4 papers · 2022–2025 · 2 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)

Venues

ACL (2) EMNLP (2)

Top co-authors

Zhumin Chen (2) Pengjie Ren (2) Jiahuan Pei (2) Furu Wei (1) Maarten de Rijke (1) Keyi Kong (1) Yongrui Chen (1) Fanghua Ye (1) Zhaochun Ren (1) Tianxing Wu (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (2) Machine Learning (2) Applications (2) Core AI (2) Generation (2) Deep Learning (1) Application Areas (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

dialogue system (2) large language model (2) multi-label classification (1) pre-trained language model (1) label correlation (1) conditional random field (1) procedural learning (1) attribute value extraction (1) multi-scale masking (1) legal text classification (1) multi-agent system (1) pedagogic quality (1) teacher-learner conversation (1) contrastive learning (1) malevolence detection (1) transfer learning (1)

Papers

Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment EMNLP 2025 CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023 Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023 Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement ACL 2022