Topics

Linguistic Trends

Discourse Ontologies Syntax Morphology Phonology Prosody Typology

Task

Language Understanding Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Word Segmentation Text Categorization Authorship Attribution Biomedical Social Science

Approach

Bayesian Model Structured Prediction Generative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Urdu Japanese Spanish French Arabic Hebrew Semitic Child Language

Dataset

News Social Media Twitter Blogs Child-directed Speech Child Language Biomedical Texts Clinical Notes