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07/13/2023
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations
Applications that could benefit from automatic understanding of human-hu...
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03/16/2022
In-Context Learning for Few-Shot Dialogue State Tracking
Collecting and annotating task-oriented dialogues is time-consuming and ...
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12/16/2021
DOCmT5: Document-Level Pretraining of Multilingual Language Models
In this paper, we introduce DOCmT5, a multilingual sequence-to-sequence ...
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09/15/2021
Dialogue State Tracking with a Language Model using Schema-Driven Prompting
Task-oriented conversational systems often use dialogue state tracking t...
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06/22/2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
The goal of database question answering is to enable natural language qu...
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07/13/2019
Cross-Lingual Transfer Learning for Question Answering
Deep learning based question answering (QA) on English documents has ach...
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04/16/2019
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation
Spoken question answering (SQA) is challenging due to complex reasoning ...
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08/07/2018