Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture 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 Dialog Structure Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Style Analysis Authorship Attribution Biomedical Social Science Ethics Multimodal Systems

Approach

Multilingual Resources User Evaluation Topic Modeling 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 Arabic Hebrew Semitic Child Language

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Twitter Spoken Dialog Child-directed Speech Child Language Query Logs Biomedical Texts Clinical Notes