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Hovy, Eduard (6)
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (6)
Berg-Kirkpatrick, Taylor (2)
Bang, Seojin (1)
Bhardwaj, Rishabh (1)
Gangal, Varun Prashant (1)
Gormley, Matthew (1)
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2021 (6)
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Hits 1 – 6 of 6
1
Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Berg-Kirkpatrick, Taylor
;
Gormley, Matthew
. - : Underline Science Inc., 2021
BASE
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2
Could you give me a hint ? Generating inference graphs for defeasible reasoning ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Hovy, Eduard
;
Madaan, Aman
. - : Underline Science Inc., 2021
BASE
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3
More Identifiable yet Equally Performant Transformers for Text Classification ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Bhardwaj, Rishabh
;
Hovy, Eduard
. - : Underline Science Inc., 2021
BASE
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4
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Berg-Kirkpatrick, Taylor
;
Gangal, Varun Prashant
;
Hovy, Eduard
;
Jhamtani, Harsh
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.357 Abstract: Multiple different responses are often plausible for a given open domain dialog context. Prior work has shown the importance of having multiple valid reference responses for meaningful and robust automated evaluations. In such cases, common practice has been to collect more human written references. However, such collection can be expensive, time consuming, and not easily scalable. Instead, we propose a novel technique for automatically expanding a human generated reference to a set of candidate references. We fetch plausible references from knowledge sources, and adapt them so that they are more fluent in context of the dialog instance in question. More specifically, we use (1) a commonsense knowledge base to elicit a large number of plausible reactions given the dialog history (2) relevant instances retrieved from dialog corpus, using similar past as well as future contexts. We demonstrate that our automatically expanded reference ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Neural Network
;
Semantics
URL:
https://underline.io/lecture/26448-improving-automated-evaluation-of-open-domain-dialog-via-diverse-reference-augmentation
https://dx.doi.org/10.48448/ht6j-r850
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5
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Hovy, Eduard
;
Kang, Dongyeop
. - : Underline Science Inc., 2021
BASE
Show details
6
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Bang, Seojin
;
Hovy, Eduard
. - : Underline Science Inc., 2021
BASE
Show details
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