Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Syntax Morphology

Task

Language Understanding Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Question Answering Coreference Resolution Language Generation Machine Translation Text Simplification Image Description Generation Video Description Generation Spoken Language Processing OCR Word Segmentation Biomedical Multimodal Systems

Approach

Deep Learning Structured Prediction Generative Model Discriminative Model Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic Hebrew

Dataset

News Encyclopedia Social Media Biomedical Texts Web Crawl