Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Syntax Morphology Psycholinguistics

Task

Language Understanding Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Word Segmentation Text Categorization Spelling Correction

Approach

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

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic Hebrew Child Language

Dataset

News Social Media Spoken Dialog Child-directed Speech Child Language