Topics

Linguistic Trends

Discourse Lexical Semantics Ontologies Syntax Morphology Phonology Language Change Typology Psycholinguistics

Task

Corpus Annotation 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 Knowledge Acquisition Coreference Resolution Summarization Machine Translation Paraphrasing Text Simplification Text Organization ASR OCR Word Segmentation Text Categorization Spelling Correction Style Analysis Biomedical

Approach

Multilingual Resources Topic Modeling Bayesian Model Kernel Method 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

Scientific Literature News Encyclopedia Biographies Blogs Child Language Query Logs