Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Event Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Typology Neurolinguistics Cognitive Linguistics

Task

Language Understanding Corpus Development Corpus Annotation 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 Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Word Segmentation Text Categorization Biomedical Multimodal Systems

Approach

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

Language

Multilingual Chinese English Malay Hindi Sanskrit Japanese Korean Spanish French Hebrew

Dataset

News Encyclopedia Biographies Blogs Query Logs