Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Code Switching Multilingualism Typology Neurolinguistics Cognitive Linguistics

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 Emotion Detection Event Detection Time Normalization Question Answering Knowledge Acquisition Coreference Resolution Dialog Structure Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification Text Organization ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science Ethics

Approach

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

Language

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

Dataset

Scientific Literature Literary Text News Chat Social Media Twitter Blogs Spoken Dialog Child-directed Speech Query Logs Biomedical Texts Legal Documents Clinical Notes Web Crawl