Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Formal Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing Word Segmentation Text Categorization Spelling Correction Mathematical Models Biomedical Multimodal Systems

Approach

Generative Model Discriminative Model Graphical Model Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Semitic

Dataset

News Encyclopedia Biographies Spoken Dialog Query Logs