Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Text Organization ASR Spoken Language Processing Word Segmentation Text Categorization Spelling Correction Authorship Attribution Biomedical Ethics Modeling Human Language Acquisition

Approach

User Evaluation Topic Modeling Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Malay Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic Child Language

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Blogs Spoken Dialog Child Language Query Logs Biomedical Texts Clinical Notes