1 code implementation • 19 Nov 2023 • Arie Cattan, Tom Hope, Doug Downey, Roy Bar-Haim, Lilach Eden, Yoav Kantor, Ido Dagan
Various NLP tasks require a complex hierarchical structure over nodes, where each node is a cluster of items.
coreference-resolution Cross Document Coreference Resolution
1 code implementation • 6 Jun 2023 • Arie Cattan, Lilach Eden, Yoav Kantor, Roy Bar-Haim
Key Point Analysis (KPA) has been recently proposed for deriving fine-grained insights from collections of textual comments.
no code implementations • ACL 2021 • Roy Bar-Haim, Lilach Eden, Yoav Kantor, Roni Friedman, Noam Slonim
Previous work on review summarization focused on measuring the sentiment toward the main aspects of the reviewed product or business, or on creating a textual summary.
2 code implementations • EMNLP 2020 • Roy Bar-Haim, Yoav Kantor, Lilach Eden, Roni Friedman, Dan Lahav, Noam Slonim
Recent work has proposed to summarize arguments by mapping them to a small set of expert-generated key points, where the salience of each key point corresponds to the number of its matching arguments.
no code implementations • ACL 2020 • Roy Bar-Haim, Lilach Eden, Roni Friedman, Yoav Kantor, Dan Lahav, Noam Slonim
Generating a concise summary from a large collection of arguments on a given topic is an intriguing yet understudied problem.