Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Syntax Gesture

Task

Language Understanding Morphological Analysis Tagging Discourse Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Retrieval Sentiment Analysis Emotion Detection Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation ASR Text Categorization Social Science

Approach

Deep Learning Bayesian Model Structured Prediction Generative Model Graphical Model Representation Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Low-Resource Languages

Dataset

Literary Text News Social Media Twitter Blogs Spoken Dialog Clinical Notes