Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Prosody Typology

Task

Language Understanding Corpus Development 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 Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science

Approach

Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Twitter Blogs Child Language Query Logs