Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Grounded Semantics Ontologies Syntax Morphology Phonology Phonetics Psycholinguistics

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Spoken Language Processing Word Segmentation Biomedical

Approach

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

Language

Multilingual Chinese English Japanese Spanish French Arabic Hebrew Semitic

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs