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Papers
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants
NAACL 2024
Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract)
AAAI 2024
Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users
ACL 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
ACL 2023
A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony
NAACL 2022
Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms
NAACL 2022
Building Goal-Oriented Dialogue Systems with Situated Visual Context
AAAI 2022
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants
EMNLP 2022
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning
COLING 2022
A Discriminative Entity-Aware Language Model for Virtual Assistants
Interspeech 2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Interspeech 2021
User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems
Interspeech 2021
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users
AAAI 2021
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy
AAAI 2020
Converting the Point of View of Messages Spoken to Virtual Assistants
EMNLP 2020
Sound Natural: Content Rephrasing in Dialog Systems
EMNLP 2020
Integrating the Talkamatic Dialogue Manager with Alexa
Interspeech 2017