Topics

Linguistic Trends

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

Task

Language Understanding Corpus Development Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Question Answering Knowledge Acquisition Coreference Resolution Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Mathematical Models Biomedical Social Science Multimodal Systems

Approach

Multilingual Resources User Evaluation Bayesian Model Generative Model Graphical Model Unsupervised Learning

Language

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

Dataset

News Encyclopedia Biographies Spoken Dialog Query Logs