Learning CNF Blocking for Large-scale Author Name Disambiguation

no code implementations • EMNLP (sdp) 2020 • Kunho Kim, Athar Sefid, C. Lee Giles

Author name disambiguation (AND) algorithms identify a unique author entity record from all similar or same publication records in scholarly or similar databases.

Blocking Clustering

SciBERTSUM: Extractive Summarization for Scientific Documents

1 code implementation • 21 Jan 2022 • Athar Sefid, C Lee Giles

The summarization literature focuses on the summarization of news articles.

Extractive Summarization Sentence

Extractive Research Slide Generation Using Windowed Labeling Ranking

1 code implementation • NAACL (sdp) 2021 • Athar Sefid, Jian Wu, Prasenjit Mitra, Lee Giles

Presentation slides describing the content of scientific and technical papers are an efficient and effective way to present that work.

Extractive Summarization Sentence

Extractive Summarizer for Scholarly Articles

1 code implementation • 25 Aug 2020 • Athar Sefid, Clyde Lee Giles, Prasenjit Mitra

We introduce an extractive method that will summarize long scientific papers.

Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets

1 code implementation • 20 Jun 2019 • Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles

We introduce a system designed to match scholarly document entities with noisy metadata against a reference dataset.

Blocking Information Retrieval +2