Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Language Change Typology Psycholinguistics

Task

Language Understanding Corpus Annotation 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 Emotion Detection Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Argumentation Mining Word Segmentation Text Categorization Spelling Correction Native Language Identification Biomedical Social Science

Approach

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

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic

Dataset

News Encyclopedia Social Media Twitter Blogs Clinical Notes