Marina Litvak
4 papers in the PaperMetrix corpus
Papers by this author
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Improving Summarization Quality with Topic Modeling
2015
The problem of extractive text summarization for a collection of documents is defined as the problem of selecting a small subset of sentences so that the contents and meaning of the original document set are …
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Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze
2024 · arXiv (Cornell University)
Improving factual consistency in abstractive summarization has been a focus of current research. One promising approach is the post-editing method. However, previous works have yet to make sufficient use of factual factors in summaries and …
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Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-Generation Cloze
2025 · IEEE Transactions on Audio Speech and Language Processing
Improving factual consistency in abstractive summarization has been a focus of recent research. One promising approach is the post-editing method. However, previous works have yet to make sufficient use of factual factors in summaries and …
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HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
2015
Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015.