Topics

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Code Switching Multilingualism Language Change Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR OCR Text Categorization Spelling Correction Biomedical Social Science

Approach

Data Analysis Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Kernel Method Structured Prediction Generative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Literary Text News Chat Social Media Twitter Blogs Spoken Dialog Human-Computer Interaction