Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Phonology Prosody

Task

Language Understanding 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 Question Answering Summarization Machine Translation Paraphrasing OCR Word Segmentation Text Categorization Spelling Correction Native Language Identification

Approach

Topic Modeling 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 Child Language

Dataset

News Twitter Child-directed Speech Child Language