Topics

Linguistic Trends

Discourse Lexical Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Psycholinguistics

Task

Language Understanding Corpus Development 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 Dialog Structure Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Spelling Correction Mathematical Models Biomedical Ethics Multimodal Systems

Approach

Bayesian Model Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Sanskrit Japanese Korean Spanish French Arabic Hebrew

Dataset

Scientific Literature News Encyclopedia Blogs Spoken Dialog Query Logs Web Crawl