Definition Extraction

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (27 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction
  11 Sep 2020 3 repositories listed
  This work presents our contribution in the context of the 6th task of SemEval-2020: Extracting Definitions from Free Text in Textbooks (DeftEval).
• Mathematical Entities: Corpora and Benchmarks
  17 Jun 2024 2 repositories listed
  We then aim to test and evaluate several noteworthy natural language processing models using these corpora, to show how well they can adapt to the domain of mathematics and provide useful tools for exploring…
• Parmesan: mathematical concept extraction for education
  13 Jul 2023 1 repository listed
  However, mathematics is used in a wide variety of fields and multidisciplinary research in many different domains often relies on an understanding of mathematical concepts.
• Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction
  24 May 2023 1 repository listed
  We also introduce a new definition extraction method that masks mathematical symbols, creates a copy of each sentence for each symbol, specifies a target symbol, and predicts its corresponding definition spans using…
• Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions
  1 Jul 2022 1 repository listed
  This paper presents a winning submission to the SemEval 2022 Task 1 on two sub-tasks: reverse dictionary and definition modelling.
• Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction
  31 Mar 2021 1 repository listed
  Definition Extraction systems are a valuable knowledge source for both humans and algorithms.
• DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction
  17 Sep 2020 1 repository listed
  We explore the performance of Bidirectional Encoder Representations from Transformers (BERT) at definition extraction.
• A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
  5 Nov 2019 1 repository listed
  In this work, we propose a novel model for DE that simultaneously performs the two tasks in a single framework to benefit from their inter-dependencies.
• DefExt: A Semi Supervised Definition Extraction Tool
  8 Jun 2016 1 repository listed
  We present DefExt, an easy to use semi supervised Definition Extraction Tool.