Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Code Mixing Language Change Typology Psycholinguistics

Task

Language Understanding Corpus Development Corpus Annotation 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 Question Answering Knowledge Acquisition Coreference Resolution Dialog Structure Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science Ethics

Approach

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

Language

Multilingual Chinese English Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Signed Languages Child Language

Dataset

Scientific Literature Literary Text News Encyclopedia Social Media Blogs Spoken Dialog Child-directed Speech Child Language Biomedical Texts Clinical Notes