Abhishek Shah

5 papers · 2019–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🚀 Conference Pioneer

Venues

AAAI (2) NAACL (2) ACL (1)

Top co-authors

Saloni Potdar (2) Neil Mallinar (2) Tin Kam Ho (2) Mo Yu (2) Rajendra Ugrani (2) Ayush Gupta (2) Haode Qi (2) Lin Pan (2) Miguel Ballesteros (1) Radu Florian (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Machine Learning (3) Applications (3) Learning Paradigms (2) Learning Types (2) Reinforcement Learning (1) Core AI (1) Core Methods (1) Generation (1) Methods (1) Resources & Methods (1)

Keywords

data programming (2) weak supervision (2) text classification (2) weakly supervised learning (1) cross-lingual transfer (1) policy learning (1) intent classification (1) natural language understanding (1) intent detection (1) embedding alignment (1) conversational agent (1) labeling function (1) transition-based parsing (1) intent recognition (1) multilingual bert (1) amr parsing (1) goal-oriented dialog (1) commercial benchmarking (1) contrastive learning (1) smatch score (1)

Papers

Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations NAACL 2021 Multilingual BERT Post-Pretraining Alignment NAACL 2021 Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020 Bootstrapping Conversational Agents with Weak Supervision AAAI 2019 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019