Distant Supervision: Mike Mintz, Steven Bills, Rion Snow and Dan Jurafsky

For remote monitoring without extracting relational data, the authors Mike Mintz, Steven Bills, Rion Snow, and Dan Jurafsky considered another paradigm for relational extraction [remote monitoring]. This algorithm combines the advantages of Super-vised. Information extraction and unsupervised information extraction can achieve higher accuracy. In addition, they analyzed the performance of the function to better understand the role of lexical and syntactic functions.

In 2009, a remote monitoring idea was proposed (Mintz et al., 2009). Remote monitoring uses information from heuristics or existing knowledge bases to generate noise patterns that can be used to automatically extract examples from large corpora. Remote monitoring is widely used and is a common technique in relationship extraction, information extraction and emotion analysis, and other tasks. Tjong Kim Sang, E. F. , & Buchholz, S .; (September 2000). CoNLL - 2000 shared task introduction: block. The 2 nd Logical Learning Language Symposium and 4 th Natural Language Learning Conference - Part 7 (pp. 127 - 132). Computational Linguistics Association

Professor Dan Jurafsky of Stanford University is a member of the College's Computer Science Department and NLP Team and in collaboration with psychology professor Jennifer Eberhardt, the conversation scans of the police and community people in transportation are processed through natural language processing We did it using technology. According to the result shared last month, Jurafsky discovered that the police were talking to black drivers and that their tone was not as polite as a white driver. The work done by Jurafsky and Eberhardt is the first part of the analysis of human body camera lenses and they plan to keep improving their models to determine the time of conversation between police and community members It is. These devices were originally installed as a set of eyes and ears, especially unarmed blacks, to capture evidence by many police stations.

Jurafsky co-authored a bestseller called "Natural Language Processing, Computational Linguistics, and Speech Recognition". Professor Furamore of Professor Jurafsky of the American Language Institute received a MacArthur scholarship. Jurafsky is the author of the Best Paper ACL (Computational Linguistics Association) and Best Paper EMNLP (Experience Method in Natural Language Processing). Martin Kay's linguistics professor and polite computer science are recognized as one of the pioneers in computational linguistics and machine translation. Kay is the former chairman of the Computational Linguistics Society and the president of the International Committee of International Computational Linguistics. Kay received the Lifetime Achievement Award from the Association of Computational Linguistics.