Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Cognitive Linguistics Psycholinguistics

Task

Language Understanding 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 Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Native Language Identification Biomedical Computational Psycholinguistics

Approach

Crowd Sourcing Human Computation Topic Modeling Deep Learning Bayesian Model 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

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs Spoken Dialog Query Logs Biomedical Texts Clinical Notes