---
title: "Iz Beltagy — papers"
description: "Iz Beltagy: 10 papers in the Elamur Research library (2018–2023) — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/authors/iz-beltagy/"
---
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# Iz Beltagy

10 papers on this site (2018–2023)

[OpenAlex](https://openalex.org/A5090038537) · h-index 26 · 78 works · 10511 citations (openalex-snapshot, 2026-10-14)

Profile data from OpenAlex; authors with the same name are not always told apart.

- [Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2](https://md.research.elamur.ai/free/en/papers/ivison-2023-camels-changing-climate-enhancing-lm/) — Hamish Ivison, Yizhong Wang, Valentina Pyatkin, et al. · 2023
- [How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources](https://md.research.elamur.ai/free/en/papers/wang-2023-far-camels-go-exploring-state/) — Yizhong Wang, Hamish Ivison, Pradeep Dasigi, et al. · 2023
- [Few-Shot Self-Rationalization with Natural Language Prompts](https://md.research.elamur.ai/free/en/papers/marasovic-2022-few-shot-self-rationalization-natural/) — Ana Marasovic, Iz Beltagy, Doug Downey, et al. · 2022
- [PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization](https://md.research.elamur.ai/free/en/papers/xiao-2022-primera-pyramid-based-masked-sentence/) — Wen Xiao, Iz Beltagy, Giuseppe Carenini, et al. · 2022
- [A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers](https://md.research.elamur.ai/free/en/papers/dasigi-2021-dataset-information-seeking-questions-answers/) — Pradeep Dasigi, Kyle Lo, Iz Beltagy, et al. · 2021
- [SciREX: A Challenge Dataset for Document-Level Information Extraction](https://md.research.elamur.ai/free/en/papers/jain-2020-scirex-challenge-dataset-document-level/) — Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al. · 2020
- [SPECTER: Document-level Representation Learning using Citation-informed Transformers](https://md.research.elamur.ai/free/en/papers/cohan-2020-specter-document-level-representation-learning/) — Arman Cohan, Sergey Feldman, Iz Beltagy, et al. · 2020
- [SciBERT: A Pretrained Language Model for Scientific Text](https://md.research.elamur.ai/free/en/papers/beltagy-2019-scibert-pretrained-language-model-scientific/) — Iz Beltagy, Kyle Lo, Arman Cohan · 2019
- [ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing](https://md.research.elamur.ai/free/en/papers/neumann-2019-scispacy-fast-robust-models-biomedical/) — Mark Neumann, Daniel King, Iz Beltagy, et al. · 2019
- [Construction of the Literature Graph in Semantic Scholar](https://md.research.elamur.ai/free/en/papers/ammar-2018-construction-literature-graph-semantic-scholar/) — Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al. · 2018