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Bansal, Mohit (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)
Zhang, Shiyue (3)
Celikyilmaz, Asli (1)
Chang, Shih-Fu (1)
Dahal, Samip (1)
Frey, Benjamin (1)
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2021 (6)
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Hits 1 – 6 of 6
1
EmailSum: Abstractive Email Thread Summarization ...
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
;
Bansal, Mohit
;
Celikyilmaz, Asli
. - : Underline Science Inc., 2021
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2
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ...
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
;
Bansal, Mohit
;
Kiela, Douwe
;
Nie, Yixin
;
Weston, Jason
;
Williamson, Mary
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.134 Abstract: To quantify how well natural language understanding models can capture consistency in a general conversation, we introduce the DialoguE COntradiction DEtection task (DECODE) and a new conversational dataset containing both human-human and human-bot contradictory dialogues. We show that: (i) our newly collected dataset is notably more effective at providing supervision for the dialogue contradiction detection task than existing NLI data including those aimed to cover the dialogue domain; (ii) Transformer models that explicitly hinge on utterance structures for dialogue contradiction detection are more robust and generalize well on both analysis and out-of-distribution dialogues than standard (unstructured) Transformers. We also show that our best contradiction detection model correlates well with human judgments and further provide evidence for its usage in both automatically evaluating and improving the consistency of state-of-the-art ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://underline.io/lecture/25444-i-like-fish,-especially-dolphins-addressing-contradictions-in-dialogue-modeling
https://dx.doi.org/10.48448/qnta-gv62
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3
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ...
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
;
Bansal, Mohit
;
Chang, Shih-Fu
. - : Underline Science Inc., 2021
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4
Continuous Language Generative Flow ...
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
;
Bansal, Mohit
;
Kim, Hyounghun
. - : Underline Science Inc., 2021
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5
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback ...
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
;
Bansal, Mohit
;
Frey, Benjamin
. - : Underline Science Inc., 2021
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6
Analysis of Tree-Structured Architectures for Code Generation ...
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
;
Bansal, Mohit
;
Dahal, Samip
. - : Underline Science Inc., 2021
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