Iz Beltagy
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Biomedical Text Mining and Ontologies, Multimodal Machine Learning Applications, Advanced Text Analysis Techniques
Most-Cited Works
- → SciBERT: A Pretrained Language Model for Scientific Text(2019)2,920 cited
- → Longformer: The Long-Document Transformer(2020)2,191 cited
- → Construction of the Literature Graph in Semantic Scholar(2018)323 cited
- SciBERT: Pretrained Contextualized Embeddings for Scientific Text(2019)
- → Pretrained Language Models for Sequential Sentence Classification(2019)112 cited
- → PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization(2022)111 cited
- → A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers(2021)98 cited
- → Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks(2020)93 cited
- → MSˆ2: Multi-Document Summarization of Medical Studies(2021)81 cited
- → The Semantic Scholar Open Data Platform(2023)54 cited