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04/14/2022
Exploring Dual Encoder Architectures for Question Answering
Dual encoders have been used for question-answering (QA) and information...
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12/15/2021
Large Dual Encoders Are Generalizable Retrievers
It has been shown that dual encoders trained on one domain often fail to...
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05/09/2021
Passage Retrieval for Outside-Knowledge Visual Question Answering
In this work, we address multi-modal information needs that contain text...
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04/15/2021
Privacy-Adaptive BERT for Natural Language Understanding
When trying to apply the recent advance of Natural Language Understandin...
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03/03/2021
Weakly-Supervised Open-Retrieval Conversational Question Answering
Recent studies on Question Answering (QA) and Conversational QA (ConvQA)...
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05/22/2020
Open-Retrieval Conversational Question Answering
Conversational search is one of the ultimate goals of information retrie...
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02/03/2020
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems
Personal assistant systems, such as Apple Siri, Google Assistant, Amazon...
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08/26/2019
Attentive History Selection for Conversational Question Answering
Conversational question answering (ConvQA) is a simplified but concrete ...
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05/14/2019
BERT with History Answer Embedding for Conversational Question Answering
Conversational search is an emerging topic in the information retrieval ...
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04/19/2019
A Hybrid Retrieval-Generation Neural Conversation Model
Intelligent personal assistant systems, with either text-based or voice-...
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01/11/2019
Answer Interaction in Non-factoid Question Answering Systems
Information retrieval systems are evolving from document retrieval to an...
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01/11/2019
User Intent Prediction in Information-seeking Conversations
Conversational assistants are being progressively adopted by the general...
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12/30/2018
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching
Deep text matching approaches have been widely studied for many applicat...
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05/01/2018
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems
Intelligent personal assistant systems with either text-based or voice-b...
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04/23/2018
