Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Phonology Prosody Gesture Language Change Typology Psycholinguistics

Task

Language Understanding 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 Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Word Segmentation Authorship Attribution Biomedical

Approach

Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Discriminative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Social Media Twitter Blogs Spoken Dialog Web Crawl