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Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization
The Creative Summarization Shared Task at COLING 2022 aspires to generate summaries given long-form texts from creative writing.
Passing Parser Uncertainty to the Transformer. Labeled Dependency Distributions for Neural Machine Translation.
Existing syntax-enriched neural machine translation (NMT) models work either with the single most-likely unlabeled parse or the set of n-best unlabeled parses coming out of an external parser.
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation
Scientific news reports serve as a bridge, adeptly translating complex research articles into reports that resonate with the broader public.
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
Large-scale language models, like ChatGPT, have garnered significant media attention and stunned the public with their remarkable capacity for generating coherent text from short natural language prompts.
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
For text summarization, the role of discourse structure is pivotal in discerning the core content of a text.
