Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Ontologies Syntax Morphology Prosody Gesture Typology Cognitive Linguistics

Task

Language Understanding Corpus Annotation Language Identification 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 Emotion Detection Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Organization ASR Word Segmentation Text Categorization Spelling Correction Biomedical

Approach

Bayesian Model Kernel Method Generative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

News Encyclopedia Biographies Blogs Spoken Dialog Biomedical Texts