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Jarana Manotumruksa

2 papers · 2020–2021 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (2)

Top co-authors

Emine Yilmaz (2) Edgar Meij (1) Fanghua Ye (1) Jeff Dalton (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Application Areas (1) Architectures (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

unsupervised learning (1) representation learning (1) data augmentation (1) topic modeling (1) dialogue state tracking (1) semantic hashing (1) binary hashing (1) variational autoencoder (1) multi-turn dialogue (1) dialogue system (1) slot filling (1) joint goal accuracy (1) binary hash code (1) slot value (1) turn-based loss function (1) sequential data augmentation (1) few-bits hashing (1)

Papers

Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation EMNLP 2021 Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020