James H. Martin
Artificial Intelligence · with Jurafsky · 2000–2015
A researcher in the Science corpus: 8 papers; trusts 43 researchers and is trusted by 111 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 115 citations into it; #13,776 of 35,345 by trust here, #12,083 by citations
- Natural Language Processing — 108 citations into it; #653 of 5,688 by trust here, #904 by citations
- Computational Linguistics & Semantics — 17 citations into it
- Information Extraction — 16 citations into it; #199 of 407 by trust here, #80 by citations
- Evaluation & Benchmarks — 10 citations into it
- Information Retrieval & Search — 8 citations into it
- Model Architectures — 8 citations into it
- Optimization & Training — 8 citations into it
Whom James H. Martin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Lawrence R. Rabiner
- Yoshua Bengio
- Daniel Gildea
- Martha Palmer
- Dekang Lin
- Michael Collins
- Karen Spärck Jones
- Ronan Collobert
- Geoffrey E. Hinton
- Eugene Charniak
Who trusts James H. Martin overall
- Been Kim
- Yonatan Belinkov
- A. Graesser
- Jillian Grennan
- Jia Liu
- Oriol Vinyals
- Xiaodong He
- Jiashuo Sun
- Scott Andrew Crossley
- Alessandro Moschitti
Papers from James H. Martin's perspective
Ordered by how strongly the researchers James H. Martin trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Gradient-based learning applied to document recognition
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
Their papers
- Semantic Role Chunking Combining Complementary Syntactic Views (2005) — 82 citations
- Support Vector Learning for Semantic Argument Classification (2005) — 297 citations
- Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2011) — 384 citations
- A vision for technology-mediated support for public participation & assistance in mass emergencies & disasters (2010) — 354 citations
- Dependency-Based Semantic Role Labeling using Convolutional Neural Networks (2015) — 39 citations
- Shallow Semantic Parsing using Support Vector Machines (2004) — 449 citations
- Book Reviews: Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition (2000)
- Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition (2000) — 2,609 citations