Topics

Linguistic Trends

Discourse Lexical Semantics Formal Semantics Syntax Morphology Phonetics Prosody Typology

Task

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

Approach

Topic Modeling Bayesian Model Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Semitic

Dataset

News Encyclopedia Biographies Blogs