LREC 2022 Talk: SCAI-QReCC Shared Task on Conversational Question Answering
Channel: webis
Date: 2022-05-17

Title: SCAI-QReCC Shared Task on Conversational Question Answering
Authors: Svitlana Vakulenko, Johannes Kiesel, Maik Fröbe
Conference: LREC 2022
Paper: https://webis.de/publications.html#vakulenko_2022

Abstract:
Search-Oriented Conversational AI (SCAI) is an established venue that regularly puts a spotlight upon the recent work advancing the field of conversational search. SCAI’21 was organised as an independent online event and featured a shared task on conversational question answering, on which this paper reports. The shared task featured three subtasks that correspond to three steps in conversational question answering: question rewriting, passage retrieval, and answer generation. This report discusses each subtask, but emphasizes the answer generation subtask as it attracted the most attention from the participants and we identified evaluation of answer correctness in the conversational settings as a major challenge and acurrent research gap. Alongside the automatic evaluation, we conducted two crowdsourcing experiments to collect annotations for answer plausibility and faithfulness. As a result of this shared task, the original conversational QA dataset used for evaluation was further extended with alternative correct answers produced by the participant systems.