Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Psycholinguistics

Task

Language Understanding Corpus Annotation Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Organization Word Segmentation Spelling Correction Authorship Attribution Mathematical Models Biomedical Social Science

Approach

Topic Modeling Deep Learning Structured Prediction Discriminative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Sanskrit Japanese Spanish French Arabic

Dataset

News Social Media Twitter Blogs Biomedical Texts