Synthesis Lectures on Human Language Technologies

Title Publication Date Language Citations
Sentiment Analysis and Opinion Mining2012/05/23English65
Neural Network Methods for Natural Language Processing2017/04/17English21
Introduction to Arabic Natural Language Processing2010/01/01English10
Dependency Parsing2009/01/01English7
Syntax-based Statistical Machine Translation2016/08/09English4
Natural Language Processing for Social Media2015/08/28English4
Automated Grammatical Error Detection for Language Learners2010/01/01English4
Linguistic Structure Prediction2011/05/31English3
Learning to Rank for Information Retrieval and Natural Language Processing2011/04/22English3
Recognizing Textual Entailment: Models and Applications2013/07/19English2
Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots2020/10/30English2
Discourse Processing2011/11/30English2
Automatic Detection of Verbal Deception2015/09/01English2
Statistical Language Models for Information Retrieval2008/01/01English2
Semantic Similarity from Natural Language and Ontology Analysis2015/05/23English2
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing2013/05/21English2
Pretrained Transformers for Text Ranking: BERT and Beyond2021/10/29English2
Introduction to Chinese Natural Language Processing2009/01/01English1
Data-Intensive Text Processing with MapReduce2010/01/01English1
Statistical Significance Testing for Natural Language Processing2020/04/03English1
Semantic Role Labeling2010/01/01English1
Cross-Language Information Retrieval2010/01/01English1
Deep Learning Approaches to Text Production2020/03/20English1
Metaphor: A Computational Perspective2016/02/29English1
Automatic Text Simplification2017/04/25English1