Generative retrieval for conversational question answering

Y Li, N Yang, L Wang, F Wei, W Li - Information Processing & Management, 2023 - Elsevier
Effective passage retrieval is crucial for conversation question answering (QA) but
challenging due to the ambiguity of questions. Current methods rely on the dual-encoder …

Conversational question answering on heterogeneous sources

P Christmann, R Saha Roy, G Weikum - Proceedings of the 45th …, 2022 - dl.acm.org
Conversational question answering (ConvQA) tackles sequential information needs where
contexts in follow-up questions are left implicit. Current ConvQA systems operate over …

Question rewriting for conversational question answering

S Vakulenko, S Longpre, Z Tu, R Anantha - Proceedings of the 14th ACM …, 2021 - dl.acm.org
Conversational question answering (QA) requires the ability to correctly interpret a question
in the context of previous conversation turns. We address the conversational QA task by …

Open-retrieval conversational question answering

C Qu, L Yang, C Chen, M Qiu, WB Croft… - Proceedings of the 43rd …, 2020 - dl.acm.org
Conversational search is one of the ultimate goals of information retrieval. Recent research
approaches conversational search by simplified settings of response ranking and …

Mmcoqa: Conversational question answering over text, tables, and images

Y Li, W Li, L Nie - Proceedings of the 60th Annual Meeting of the …, 2022 - aclanthology.org
The rapid development of conversational assistants accelerates the study on conversational
question answering (QA). However, the existing conversational QA systems usually answer …

Fluent response generation for conversational question answering

A Baheti, A Ritter, K Small - arXiv preprint arXiv:2005.10464, 2020 - arxiv.org
Question answering (QA) is an important aspect of open-domain conversational agents,
garnering specific research focus in the conversational QA (ConvQA) subtask. One notable …

Technical report on conversational question answering

Y Ju, F Zhao, S Chen, B Zheng, X Yang… - arXiv preprint arXiv …, 2019 - arxiv.org
Conversational Question Answering is a challenging task since it requires understanding of
conversational history. In this project, we propose a new system RoBERTa+ AT+ KD, which …

Topiocqa: Open-domain conversational question answering with topic switching

V Adlakha, S Dhuliawala, K Suleman… - Transactions of the …, 2022 - direct.mit.edu
In a conversational question answering scenario, a questioner seeks to extract information
about a topic through a series of interdependent questions and answers. As the …

Conversational question answering over passages by leveraging word proximity networks

M Kaiser, R Saha Roy, G Weikum - … of the 43rd International ACM SIGIR …, 2020 - dl.acm.org
Question answering (QA) over text passages is a problem of longstanding interest in
information retrieval. Recently, the conversational setting has attracted attention, where a …

Conqrr: Conversational query rewriting for retrieval with reinforcement learning

Z Wu, Y Luan, H Rashkin, D Reitter, H Hajishirzi… - arXiv preprint arXiv …, 2021 - arxiv.org
Compared to standard retrieval tasks, passage retrieval for conversational question
answering (CQA) poses new challenges in understanding the current user question, as …