Topics

Linguistic Trends

Discourse Lexical Semantics Embeddings Formal Semantics Event Semantics Grounded Semantics Ontologies Syntax Morphology Phonology Code Switching Typology

Task

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 Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Word Segmentation Spelling Correction Social Science

Approach

Deep Learning Bayesian Model Discriminative Model Representation Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic

Dataset

News Social Media Twitter Web Crawl