Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Ontologies Syntax Morphology Prosody Multilingualism

Task

Language Identification Morphological Analysis Tagging Chunking Word Sense Disambiguation Textual Entailment Semantic Similarity Information Extraction Information Retrieval Question Answering Coreference Resolution Summarization Machine Translation Paraphrasing Text Simplification ASR Text Categorization Spelling Correction Authorship Attribution Native Language Identification Social Science

Approach

Topic Modeling Deep Learning Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Spanish French

Dataset

Scientific Literature News Social Media Twitter