Topics

Linguistic Trends

Discourse Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Prosody Gesture 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 Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical

Approach

Topic Modeling Deep Learning Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic Semitic

Dataset

Scientific Literature News Encyclopedia Spoken Dialog Web Crawl