SemEval 2022 Task 10: Structured Sentiment Analysis

no code implementations • SemEval (NAACL) 2022 • Jeremy Barnes, Laura Oberlaender, Enrica Troiano, Andrey Kutuzov, Jan Buchmann, Rodrigo Agerri, Lilja Øvrelid, Erik Velldal

In this paper, we introduce the first SemEval shared task on Structured Sentiment Analysis, for which participants are required to predict all sentiment graphs in a text, where a single sentiment graph is composed of a sentiment holder, target, expression and polarity.

Sentiment Analysis

Document Structure in Long Document Transformers

no code implementations • 31 Jan 2024 • Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych

Long documents often exhibit structure with hierarchically organized elements of different functions, such as section headers and paragraphs.

CARE: Collaborative AI-Assisted Reading Environment

1 code implementation • 24 Feb 2023 • Dennis Zyska, Nils Dycke, Jan Buchmann, Ilia Kuznetsov, Iryna Gurevych

Recent years have seen impressive progress in AI-assisted writing, yet the developments in AI-assisted reading are lacking.

Question Answering text-classification +1

Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review

1 code implementation • 22 Apr 2022 • Ilia Kuznetsov, Jan Buchmann, Max Eichler, Iryna Gurevych

While existing NLP studies focus on the analysis of individual texts, editorial assistance often requires modeling interactions between pairs of texts -- yet general frameworks and datasets to support this scenario are missing.