Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Language Change Typology Psycholinguistics

Task

Language Understanding 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 Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Native Language Identification Mathematical Models Biomedical Social Science

Approach

Multilingual Resources User Evaluation Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Malay Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

Scientific Literature Literary Text News Social Media Twitter Blogs Spoken Dialog Child-directed Speech Query Logs Web Crawl