Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Gesture

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Spelling Correction Authorship Attribution Native Language Identification Biomedical Social Science

Approach

Multilingual Resources User Evaluation Topic Modeling Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical 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

News Social Media Twitter Blogs Web Crawl