Topics

Linguistic Trends

Discourse Lexical Semantics Syntax Morphology Phonology Phonetics Prosody Typology Psycholinguistics

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Time Normalization Question Answering Knowledge Acquisition Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing Text Organization ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science

Approach

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

Language

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

Dataset

News Biographies Social Media Blogs Spoken Dialog Child-directed Speech Child Language Query Logs