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