Hangyeol Yu

4 papers · 2018–2022 · 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 (15) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ACL (1) EMNLP (1)

Top co-authors

Hongseok Yang (2) Jamin Shin (2) Wonyeol Lee (2) Hyeongdon Moon (2) Juneyoung Park (2) Yoonseok Yang (1) Minsam Kim (1) Andrea Madotto (1) Xavier Rival (1) Myeongho Jeong (1)

Research topics

Machine Learning (4) Optimization & Theory · Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Learning Types (2) Artificial Intelligence (1) Applications (1) Core AI (1) Generation (1) Models (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

few-shot learning (1) deep learning theory (1) task-oriented dialogue (1) question generation (1) deep learning (1) automatic differentiation (1) dialogue state tracking (1) variance reduction (1) manifold sampling (1) stochastic variational inference (1) reparameterization gradient (1) language model (1) evaluation metric (1) pre-trained language model (1) non-differentiable model (1) dialogue summarization (1) automatic evaluation (1) text-to-text model (1) multiple-choice question (1) template-based generation (1)

Papers

Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ACL 2022 Evaluating the Knowledge Dependency of Questions EMNLP 2022 On Correctness of Automatic Differentiation for Non-Differentiable Functions NeurIPS 2020 Reparameterization Gradient for Non-differentiable Models NeurIPS 2018