Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology

Task

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 Time Normalization Question Answering Coreference Resolution Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Text Categorization Biomedical Social Science

Approach

Topic Modeling Deep Learning Generative Model Discriminative Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Korean Spanish French Arabic

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Query Logs Biomedical Texts