Topics

Linguistic Trends

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

Task

Language Understanding 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 Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Word Segmentation Text Categorization Spelling Correction Biomedical

Approach

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

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Query Logs