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Sentiment Analysis and Opinion Mining

Lifelong and continual learning dialogue systems

Ontology-Based Interpretation of Natural Language

Grammatical Inference for Computational Linguistics

Automatic Text Simplification

Quality Estimation for Machine Translation

Cross-Lingual Word Embeddings

Deep Learning Approaches to Text Production

Statistical Significance Testing for Natural Language Processing

Natural Language Processing for Social Media, Third Edition

Conversational AI : Dialogue Systems, Conversational Agents, and Chatbots

Pretrained Transformers for Text Ranking : BERT and Beyond

Automated Essay Scoring

Statistical Methods for Annotation Analysis

Statistical Language Models for Information Retrieval

Introduction to Chinese Natural Language Processing

Semantic Role Labeling

Cross-Language Information Retrieval

Semi-Supervised Learning and Domain Adaptation in Natural Language Processing

Linguistic Fundamentals for Natural Language Processing : 100 Essentials from Morphology and Syntax

Recognizing Textual Entailment : Models and Applications

Linguistic Structure Prediction

Natural Language Processing for Historical Texts

Domain-Sensitive Temporal Tagging

Neural Network Methods for Natural Language Processing

Spoken Dialogue Systems

Embeddings in Natural Language Processing : Theory and Advances in Vector Representations of Meaning

Computational Modeling of Human Language Acquisition

Linked Lexical Knowledge Bases : Foundations and Applications

Validity, Reliability, and Significance : Empirical Methods for NLP and Data Science

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