Amin Mantrach

Natural Language Processing · 2015

A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Natural Language Processing — 9 citations into it; #5,214 of 5,688 by trust here, #4,983 by citations
• Artificial Intelligence — 8 citations into it; #32,410 of 35,345 by trust here, #28,481 by citations

Whom Amin Mantrach trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Michael Collins
2. Katja Filippova
3. Bonnie J. Dorr
4. David M. Zajic
5. Fernando C Pereira
6. John D. Lafferty

Who trusts Amin Mantrach overall

1. Caiming Xiong
2. Richard Socher

Papers from Amin Mantrach's perspective

Ordered by how strongly the researchers Amin Mantrach trusts endorse each paper. Same corpus, a different order for every researcher.

1. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
2. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
3. Ultraconservative Online Algorithms for Multiclass Problems (Journal of machine learning research)
4. Maximum Entropy Markov Models for Information Extraction and Segmentation (International Conference on Machine Learning)
5. Online Large-Margin Training of Dependency Parsers
6. Hedge Trimmer: A Parse-and-Trim Approach to Headline Generation
7. Headline Generation Based on Statistical Translation
8. Summarization beyond sentence extraction: A probabilistic approach to sentence compression (Artificial Intelligence)
9. Weighted finite-state transducers in speech recognition
10. Document Summarization Using Conditional Random Fields (International Joint Conference on Artificial Intelligence)

Their papers

• HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space (2015) — 53 citations