Machine Reading

task ID: machinereading

Related Papers

The DARPA Machine Reading Program - Encouraging Linguistic and Reasoning Research with a Series of Reading Tasks

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

AbstractThe goal of DARPA’s Machine Reading (MR) program is nothing less than making the world’s natural language corpora available for formal processing. Most text processing research has focused on locating …...

7733

Modeling Biological Processes for Reading Comprehension

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Machine reading calls for programs that read and understand text, but most current work only attempts to extract facts from redundant web-scale corpora. In this pa- per, we focus on …...

34414

Machine Reading of Historical Events

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractMachine reading is an ambitious goal in NLP that subsumes a wide range of text understanding capabilities. Within this broad framework, we address the task of machine reading the time …...

37305

Developing and Evaluating a Dataset for How-to Tip Machine Reading at Scale

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

In this paper, we focus on the task of machine reading at scale within how-to tip machine reading comprehension (MRC). We propose a method for developing a context dataset using …...

28832

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractLong-form question answering (LFQA) aims to generate a paragraph-length answer for a given question. While current work on LFQA using large pre-trained model for generation are effective at producing fluent …...

32886