---
title: "Andrew McCallum — papers"
description: "Andrew McCallum: 10 papers in the Elamur Research library (2003–2021) — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/authors/andrew-mccallum/"
---
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# Andrew McCallum

10 papers on this site (2003–2021)

[OpenAlex](https://openalex.org/A5107835063) · [ORCID](https://orcid.org/0000-0003-2843-6992) · h-index 102 · 481 works · 65037 citations (openalex-snapshot, 2026-10-14)

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

- [Scaling Within Document Coreference to Long Texts](https://md.research.elamur.ai/free/en/papers/thirukovalluru-2021-scaling-within-document-coreference-long/) — Raghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al. · 2021
- [Energy and Policy Considerations for Deep Learning in NLP](https://md.research.elamur.ai/free/en/papers/strubell-2019-energy-policy-considerations-deep-learning/) — Emma Strubell, Ananya Ganesh, Andrew McCallum · 2019
- [Linguistically-Informed Self-Attention for Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/strubell-2018-linguistically-informed-self-attention-semantic/) — Emma Strubell, Patrick Verga, Daniel Andor, et al. · 2018
- [Lexicon Infused Phrase Embeddings for Named Entity Resolution](https://md.research.elamur.ai/free/en/papers/passos-2014-lexicon-infused-phrase-embeddings-named/) — Alexandre Passos, Vineet Kumar, Andrew McCallum · 2014
- [Dynamic Knowledge-Base Alignment for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zheng-2013-dynamic-knowledge-base-alignment-coreference/) — Jiaping Zheng, Luke Vilnis, Sameer Singh, et al. · 2013
- [A Discriminative Hierarchical Model for Fast Coreference at Large Scale](https://md.research.elamur.ai/free/en/papers/wick-2012-discriminative-hierarchical-model-fast-coreference/) — Michael Wick, Sameer Singh, Andrew McCallum · 2012
- [Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models](https://md.research.elamur.ai/free/en/papers/singh-2011-large-scale-cross-document-coreference/) — Sameer Singh, Amarnag Subramanya, Fernando Pereira, et al. · 2011
- [Optimizing Semantic Coherence in Topic Models](https://md.research.elamur.ai/free/en/papers/mimno-2011-optimizing-semantic-coherence-topic-models/) — David Mimno, Hanna Wallach, Edmund Talley, et al. · 2011
- [First-Order Probabilistic Models for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/culotta-2007-first-order-probabilistic-models-coreference/) — Aron Culotta, Michael Wick, Andrew McCallum · 2007
- [Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons](https://md.research.elamur.ai/free/en/papers/mccallum-2003-early-results-named-entity-recognition/) — Andrew McCallum, Wei Li · 2003