Shachi Paul

6 papers · 2019–2023 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

Interspeech (2) ACL (1) COLING (1) EMNLP (1) NAACL (1)

Top co-authors

Rahul Goel (6) Dilek Hakkani-Tur (3) Aditya Gupta (3) Rushin Shah (2) Pararth Shah (2) Nikko Strom (1) Qing Liu (1) Peter Ku (1) Jan Jezabek (1) Tagyoung Chung (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Generation (3) Artificial Intelligence (2) Deep Learning (2) Applications (2) Core AI (2) Learning Types (2) Application Areas (1) Architectures (1) Core Methods (1) Models (1)

Keywords

task-oriented dialogue (3) natural language understanding (2) dialogue state tracking (2) question answering (1) semantic parsing (1) policy learning (1) table understanding (1) beam search (1) end-to-end neural network (1) non-autoregressive decoding (1) multilingual model (1) task-oriented dialog (1) dialog dataset (1) dialogue simulation (1) multilingual nlu (1) virtual assistant (1) slot-value prediction (1) universal schema (1) intent conditioning (1) top-k decoding (1)

Papers

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023 Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning COLING 2022 TableFormer: Robust Transformer Modeling for Table-Text Encoding ACL 2022 Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems NAACL 2021 HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Interspeech 2019 Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues Interspeech 2019