Researchclopedia

Research Researchers Institutions Topics Submit About

Command Palette

Search for a command to run...

Researchclopedia

Research Researchers Institutions About

© 2026 Researchclopedia. Powered by OpenAlex under CC0 license.

Michael Collins | Researchclopedia

Back to researchers

Michael Collins

King's College London ORCID

211

Works

16,135

Citations

48

h-index

100

i10-index

Research Topics

Natural Language Processing Techniques Topic Modeling Synthetic Aperture Radar (SAR) Applications and Techniques

Affiliations

University of New Brunswick1998–1998

NSF National Center for Atmospheric Research1986–1986

AT&T (United States)1999–2002

Google (United States)2015–2023

Memorial University of Newfoundland2020–2020

Top Works

Natural Questions: A Benchmark for Question Answering Research

Tom Kwiatkowski,Jennimaria Palomaki,et al.

20191,927 citations

Speech Recognition and Synthesis

Arctic and Antarctic ice dynamics

Discriminative training methods for hidden Markov models

Michael Collins

20021,891 citations

Head-Driven Statistical Models for Natural Language Parsing

Michael Collins

20031,855 citations

Unsupervised Models for Named Entity Classification

Michael Collins,Yoram Singer

1999815 citations

Three generative, lexicalised models for statistical parsing

Michael Collins

1997750 citations

Clause restructuring for statistical machine translation

Michael Collins,Philipp Koehn,et al.

2005619 citations

A new statistical parser based on bigram lexical dependencies

Michael Collins

1996619 citations

Forages : an introduction to grassland agriculture

Michael Collins

2003477 citations

Incremental parsing with the perceptron algorithm

Michael Collins,Brian Roark

2004385 citations