Topics

Linguistic Trends

Discourse Pragmatics Embeddings Ontologies Syntax Morphology Prosody Multilingualism Typology Psycholinguistics

Task

Language Identification Morphological Analysis Tagging Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Question Answering Knowledge Acquisition Summarization Machine Translation Paraphrasing Text Simplification Argumentation Mining ASR OCR Word Segmentation Text Categorization Native Language Identification Ethics

Approach

Deep Learning Kernel Method Generative Model Discriminative Model

Language

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

Dataset

Literary Text News Encyclopedia Social Media Twitter Spoken Dialog