Topics

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Grounded Semantics Syntax Morphology Phonology Typology

Task

Language Understanding Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Word Segmentation Spelling Correction Biomedical Social Science

Approach

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

Language

Multilingual Chinese English Hindi Sanskrit Japanese Korean Spanish French Arabic Hebrew Semitic Low-Resource Languages

Dataset

News Social Media Twitter