Күрделі Сұрақтарға Жауап Беру

task ID: complexquestionanswering

Related Papers

A Comprehensive Resource to Evaluate Complex Open Domain Question Answering

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

AbstractComplex Question Answering is a discipline that involves a deep understanding of question/answer relations, such as those characterizing definition and procedural questions and their answers. To contribute to the improvement …...

8419

A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

We present a method which exploits auto- matically generated scientific discourse an- notations to create a content model for the summarisation of scientific articles. Full pa- pers are first automatically …...

34868

Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractComplex question-answering (CQA) involves answering complex natural-language questions on a knowledge base (KB). However, the conventional neural program induction (NPI) approach exhibits uneven performance when the questions have different types, …...

30141

Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractComplex question answering often requires finding a reasoning chain that consists of multiple evidence pieces. Current approaches incorporate the strengths of structured knowledge and unstructured text, assuming text corpora is …...

21482

Successive Prompting for Decomposing Complex Questions

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractAnswering complex questions that require making latent decisions is a challenging task, especially when limited supervision is available. Recent works leverage the capabilities of large language models (LMs) to perform …...

31512