1 code implementation • Findings (ACL) 2022 • Naoya Inoue, Charuta Pethe, Allen Kim, Steven Skiena
We address the problem of learning fixed-length vector representations of characters in novels.
1 code implementation • 7 Nov 2023 • Tanzir Pial, Shahreen Salim, Charuta Pethe, Allen Kim, Steven Skiena
Novels are often adapted into feature films, but the differences between the two media usually require dropping sections of the source text from the movie script.
no code implementations • 6 Nov 2023 • Charuta Pethe, Allen Kim, Rajesh Prabhakar, Tanzir Pial, Steven Skiena
Books have historically been the primary mechanism through which narratives are transmitted.
no code implementations • 10 Oct 2023 • Charuta Pethe, Yunting Yin, Steven Skiena
Recent advances in text-to-speech have made it possible to generate natural-sounding audio from text.
1 code implementation • Findings (EMNLP) 2021 • Allen Kim, Charuta Pethe, Naoya Inoue, Steve Skiena
We present methods to handle these errors, evaluated on a collection of 19, 347 texts from the Project Gutenberg dataset and 96, 635 texts from the HathiTrust Library.
Optical Character Recognition Optical Character Recognition (OCR)
1 code implementation • EMNLP 2020 • Charuta Pethe, Allen Kim, Steven Skiena
Books are typically segmented into chapters and sections, representing coherent subnarratives and topics.
1 code implementation • EMNLP 2020 • Allen Kim, Charuta Pethe, Steven Skiena
Recognizing the flow of time in a story is a crucial aspect of understanding it.
no code implementations • IJCNLP 2019 • Charuta Pethe, Steven Skiena
Indeed, we demonstrate a statistically significant correlation between this score and tweet popularity (likes/replies/retweets) for 13 of the 15 celebrities in our study.