| Sentiment Analysis and Opinion Mining | 2012/05/23 | English | 65 |
| Neural Network Methods for Natural Language Processing | 2017/04/17 | English | 21 |
| Introduction to Arabic Natural Language Processing | 2010/01/01 | English | 10 |
| Dependency Parsing | 2009/01/01 | English | 7 |
| Syntax-based Statistical Machine Translation | 2016/08/09 | English | 4 |
| Natural Language Processing for Social Media | 2015/08/28 | English | 4 |
| Automated Grammatical Error Detection for Language Learners | 2010/01/01 | English | 4 |
| Linguistic Structure Prediction | 2011/05/31 | English | 3 |
| Learning to Rank for Information Retrieval and Natural Language Processing | 2011/04/22 | English | 3 |
| Recognizing Textual Entailment: Models and Applications | 2013/07/19 | English | 2 |
| Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots | 2020/10/30 | English | 2 |
| Discourse Processing | 2011/11/30 | English | 2 |
| Automatic Detection of Verbal Deception | 2015/09/01 | English | 2 |
| Statistical Language Models for Information Retrieval | 2008/01/01 | English | 2 |
| Semantic Similarity from Natural Language and Ontology Analysis | 2015/05/23 | English | 2 |
| Semi-Supervised Learning and Domain Adaptation in Natural Language Processing | 2013/05/21 | English | 2 |
| Pretrained Transformers for Text Ranking: BERT and Beyond | 2021/10/29 | English | 2 |
| Introduction to Chinese Natural Language Processing | 2009/01/01 | English | 1 |
| Data-Intensive Text Processing with MapReduce | 2010/01/01 | English | 1 |
| Statistical Significance Testing for Natural Language Processing | 2020/04/03 | English | 1 |
| Semantic Role Labeling | 2010/01/01 | English | 1 |
| Cross-Language Information Retrieval | 2010/01/01 | English | 1 |
| Deep Learning Approaches to Text Production | 2020/03/20 | English | 1 |
| Metaphor: A Computational Perspective | 2016/02/29 | English | 1 |
| Automatic Text Simplification | 2017/04/25 | English | 1 |
| Natural Language Processing for Social Media, Third Edition | 2020/04/03 | English | 1 |
| Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science | 2021/12/03 | English | 1 |
| Spoken Dialogue Systems | 2009/01/01 | English | 1 |
| Semantic Relations Between Nominals | 2013/04/24 | English | 1 |
| Automated Grammatical Error Detection for Language Learners, Second Edition | 2014/02/28 | English | 1 |