Yunfeng Zhang

6 papers · 2019–2022 · 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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🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

🚀 Conference Pioneer ❓ The Questioner

Venues

AAAI (2) IJCAI (1) JMLR (1) NAACL (1) NeurIPS (1)

Top co-authors

Dennis Wei (3) Amit Dhurandhar (3) Q. Vera Liao (3) Rachel K. E. Bellamy (2) Prasanna Sattigeri (2) Pin-Yu Chen (2) Vijay Arya (2) Ramya Raghavendra (2) Aleksandra Mojsilovic (2) Stephanie Houde (2)

Research topics

Machine Learning (5) Artificial Intelligence (4) Core AI (4) Core Methods (3) Learning Types (2) Computer Science (1) Natural Language Processing (1) Application Areas (1) Applications (1) Generation (1)

Keywords

explainable ai (2) model interpretability (2) question answering (1) text summarization (1) intent classification (1) feature importance (1) feature attribution (1) weak supervision (1) data summarization (1) model comparison (1) local explanation (1) interpretable model (1) conversational agent (1) boolean decision rule (1) statistical similarity (1) global explanation (1) long-form generation (1) open-source toolkit (1) data programming (1) algorithm explanation (1)

Papers

AI Explainability 360: Impact and Design AAAI 2022 D2S: Document-to-Slide Generation Via Query-Based Text Summarization NAACL 2021 What Changed? Interpretable Model Comparison IJCAI 2021 AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models JMLR 2020 Model Agnostic Multilevel Explanations NeurIPS 2020 Bootstrapping Conversational Agents with Weak Supervision AAAI 2019