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09/13/2023
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation
Conversational search provides a natural interface for information retri...
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11/17/2022
Open-Domain Conversational Question Answering with Historical Answers
Open-domain conversational question answering can be viewed as two tasks...
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07/26/2022
Controllable User Dialogue Act Augmentation for Dialogue State Tracking
Prior work has demonstrated that data augmentation is useful for improvi...
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07/12/2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Automatically classifying electronic health records (EHRs) into diagnost...
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05/16/2022
Miutsu: NTU's TaskBot for the Alexa Prize
This paper introduces Miutsu, National Taiwan University's Alexa Prize T...
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04/25/2022
Islander: A Real-Time News Monitoring and Analysis System
With thousands of news articles from hundreds of sources distributed and...
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06/24/2021
Modeling Diagnostic Label Correlation for Automatic ICD Coding
Given the clinical notes written in electronic health records (EHRs), it...
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11/12/2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9
This paper introduces the Ninth Dialog System Technology Challenge (DSTC...
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11/02/2020
Adapting Pretrained Transformer to Lattices for Spoken Language Understanding
Lattices are compact representations that encode multiple hypotheses, su...
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07/06/2020
Learning Spoken Language Representations with Neural Lattice Language Modeling
Pre-trained language models have achieved huge improvement on many NLP t...
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04/30/2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning
In modular dialogue systems, natural language understanding (NLU) and na...
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09/24/2019
Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding
Employing pre-trained language models (LM) to extract contextualized wor...
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05/15/2019
Dual Supervised Learning for Natural Language Understanding and Generation
Natural language understanding (NLU) and natural language generation (NL...
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03/21/2019
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
With the increasing research interest in dialogue response generation, t...
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03/21/2019