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06/08/2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding
Large Language Models (LLMs) have been applied in the speech domain, oft...
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02/24/2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing
Data multiplexing is a recently proposed method for improving a model's ...
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12/20/2022
AnyTOD: A Programmable Task-Oriented Dialog System
We propose AnyTOD, an end-to-end task-oriented dialog (TOD) system with ...
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12/16/2022
Speech Aware Dialog System Technology Challenge (DSTC11)
Most research on task oriented dialog modeling is based on written text ...
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11/26/2022
Transfer learning with high-dimensional quantile regression
Transfer learning has become an essential technique to exploit informati...
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10/13/2022
Knowledge-grounded Dialog State Tracking
Knowledge (including structured knowledge such as schema and ontology, a...
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05/09/2022
Unsupervised Slot Schema Induction for Task-oriented Dialog
Carefully-designed schemas describing how to collect and annotate dialog...
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01/21/2022
Description-Driven Task-Oriented Dialog Modeling
Task-oriented dialogue (TOD) systems are required to identify key inform...
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05/10/2021
R2D2: Relational Text Decoding with Transformers
We propose a novel framework for modeling the interaction between graphi...
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04/06/2021
Understanding Medical Conversations: Rich Transcription, Confidence Scores Information Extraction
In this paper, we describe novel components for extracting clinically re...
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03/12/2020
The Medical Scribe: Corpus Development and Model Performance Analyses
There is a growing interest in creating tools to assist in clinical note...
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08/30/2019