Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Typology Cognitive Linguistics Psycholinguistics

Task

Language Understanding Corpus Annotation 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 Spoken Language Processing Word Segmentation Text Categorization Spelling Correction Style Analysis Authorship Attribution Biomedical

Approach

Multilingual Resources User Evaluation Deep Learning Bayesian Model Kernel Method 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 Child Language

Dataset

Scientific Literature News Encyclopedia Twitter Blogs Spoken Dialog Child Language Query Logs Biomedical Texts