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Hits 1 – 14 of 14

1
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ...
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2
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ...
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3
EmailSum: Abstractive Email Thread Summarization ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.537 Abstract: Recent years have brought about an interest in the challenging task of summarizing conversation threads (meetings, online discussions, etc.). Such summaries help analysis of the long text to quickly catch up with the decisions made and thus improve our work or communication efficiency. To spur research in thread summarization, we have developed an abstractive Email Thread Summarization (EmailSum) dataset, which contains human-annotated short (<30 words) and long (<100 words) summaries of 2,549 email threads (each containing 3 to 10 emails) over a wide variety of topics. We perform a comprehensive empirical study to explore different summarization techniques (including extractive and abstractive methods, single-document and hierarchical models, as well as transfer and semisupervised learning) and conduct human evaluations on both short and long summary generation tasks. Our results reveal the key challenges of current abstractive ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/25767-emailsum-abstractive-email-thread-summarization
https://dx.doi.org/10.48448/tjk4-ky43
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4
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks ...
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5
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ...
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6
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ...
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7
Continuous Language Generative Flow ...
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8
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback ...
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9
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization ...
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10
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ...
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11
Continual Few-Shot Learning for Text Classification ...
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12
Finding a Balanced Degree of Automation for Summary Evaluation ...
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13
Analysis of Tree-Structured Architectures for Code Generation ...
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14
Simple, accurate parsing with an all-fragments grammar
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 2, 1098-1107
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