Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Word Sense Disambiguation Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Spoken Language Processing Word Segmentation Text Categorization Style Analysis Biomedical Social Science

Approach

Topic Modeling Deep Learning Bayesian Model Discriminative Model Graphical Model Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic

Dataset

News Encyclopedia Social Media Twitter Blogs Biomedical Texts