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Bansal, Mohit (14)
The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (7)
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)
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., Ramakanth (2)
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Hits 1 – 14 of 14
1
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Guo, Han
. - : Underline Science Inc., 2021
BASE
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2
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Bauer, Lisa
;
Saha, Swarnadeep
;
Yadav, Prateek
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.609/ Abstract: Recent commonsense-reasoning tasks are typically discriminative in nature, where a model answers a multiple-choice question for a certain context. Discriminative tasks are limiting because they fail to adequately evaluate the model's ability to reason and explain predictions with underlying commonsense knowledge. They also allow such models to use reasoning shortcuts and not be "right for the right reasons". In this work, we present ExplaGraphs, a new generative and structured commonsense-reasoning task (and an associated dataset) of explanation graph generation for stance prediction. Specifically, given a belief and an argument, a model has to predict if the argument supports or counters the belief and also generate a commonsense-augmented graph that serves as non-trivial, complete, and unambiguous explanation for the predicted stance. We collect explanation graphs through a novel Create-Verify-And-Refine graph collection ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/xpfc-9497
https://underline.io/lecture/37914-explagraphs-an-explanation-graph-generation-task-for-structured-commonsense-reasoning
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3
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
BASE
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4
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Jiang, Yichen
. - : Underline Science Inc., 2021
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5
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
. - : Underline Science Inc., 2021
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6
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
BASE
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7
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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8
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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9
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Maharana, Adyasha
. - : Underline Science Inc., 2021
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10
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Ramakanth
;
Bansal, Mohit
. - : Underline Science Inc., 2021
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11
Continual Few-Shot Learning for Text Classification ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Ramakanth
;
Bansal, Mohit
. - : Underline Science Inc., 2021
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12
Finding a Balanced Degree of Automation for Summary Evaluation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bansal, Mohit
;
Zhang, Shiyue
. - : Underline Science Inc., 2021
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13
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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14
Simple, accurate parsing with an all-fragments grammar
Bansal, Mohit
;
Klein, Dan
In:
Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL
48 (2010) 2, 1098-1107
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