Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Syntax Morphology Phonology Phonetics Prosody Typology

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Text Categorization Authorship Attribution Biomedical

Approach

Topic Modeling Bayesian Model Structured Prediction Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Spanish French Arabic

Dataset

News Biographies Twitter Blogs Spoken Dialog