Topics

Linguistic Trends

Discourse Ontologies Syntax Morphology Prosody

Task

Language Understanding Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Question Answering Summarization Machine Translation Paraphrasing Word Segmentation Text Categorization Spelling Correction Authorship Attribution

Approach

Generative Model Discriminative Model Graphical Model Semi-supervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

News Biographies Spoken Dialog Query Logs