Inferential Question Answering

Inferential Question Answering is a computational framework within natural language processing that enables systems to derive answers by making implicit logical or semantic inferences beyond explicitly stated text, distinguishing it from literal or surface-level question answering methods.

Publications

2.3K

Citations

159

Authors

Institutions

Publications per year

2017–2026

Parents

Inferential Comprehension

Publications

Solving Quantitative Reasoning Problems with Language Models

Aitor Lewkowycz, Anders Andreassen, D. Dohan et al. · arXiv (Cornell University) · 2022 · 281 citations · Full text

Computing, Computer Science, Physics +15

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Lifu Huang, Ronan Le Bras, Chandra Bhagavatula et al. · 2019 · 277 citations · Full text

Computing, Computer Science, Computational Linguistics +13

FALCON: Boosting Knowledge for Answer Engines

Sanda M. Harabagiu, Dan Moldovan, Marius Paşca et al. · University of North Texas Digital Library (University of North Texas) · 2000 · 250 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Question answering based on semantic structures

Srini Narayanan, Sanda M. Harabagiu · 2004 · 215 citations · Full text

Computing, Computer Science, Knowledge Representation +16

Combined Distributional and Logical Semantics

Mike Lewis, Mark Steedman · Transactions of the Association for Computational Linguistics · 2013 · 138 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 36

Authors

159

SM
Sanda M. Harabagiu
The University of Texas at Dallas, United States
3 publications · 505 citations
3
h-index
PE
Peter E. Clark
Vanderbilt University Medical Center, United States
2 publications · 64 citations
2
h-index
RL
Ronan Le Bras
University of Washington, United States
2 publications · 350 citations
2
h-index
YC
Yejin Choi
University of Washington, United States
2 publications · 350 citations
2
h-index
OE
Oren Etzioni
University of Washington, United States
2 publications · 108 citations
2
h-index

1–5 of 159

Institutions

1–8 of 53

Venues

arXiv (Cornell University)
Repository · 1 publications · 281 citations
1
h-index
NASA Technical Reports Server (NASA)
Repository · 1 publications · 10 citations
1
h-index
AI Magazine
1 publications · 87 citations
1
h-index
Journal of Verbal Learning and Verbal Behavior
1 publications · 30 citations
1
h-index
UvA-DARE (University of Amsterdam)
Repository · 1 publications · 27 citations
1
h-index

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