Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Code Mixing Multilingualism Language Change Typology Cognitive Linguistics 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 Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Spelling Correction Style Analysis Authorship Attribution Mathematical Models Biomedical Social Science Ethics

Approach

Multilingual Resources User Evaluation Topic Modeling Bayesian Model Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Malay Hindi Urdu Sanskrit Japanese Korean Spanish French Portugese Arabic Hebrew Semitic Low-Resource Languages Child Language

Dataset

News Encyclopedia Biographies Blogs Spoken Dialog Child Language Biomedical Texts