Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Typology Psycholinguistics

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 Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Biomedical Social Science Ethics

Approach

Topic Modeling Deep Learning Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Japanese Korean Spanish French Portugese Arabic Hebrew Semitic

Dataset

Scientific Literature Literary Text News Encyclopedia Social Media Twitter Blogs Spoken Dialog Query Logs Biomedical Texts