Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Syntax Morphology Phonology Phonetics Prosody Gesture Typology Psycholinguistics

Task

Language Understanding Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Sentiment Analysis Emotion Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Text Simplification Text Organization Argumentation Mining ASR Word Segmentation Native Language Identification Biomedical Social Science Multimodal Systems

Approach

User Evaluation Deep Learning Structured Prediction Discriminative Model

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic

Dataset

News Encyclopedia Social Media Twitter Blogs Spoken Dialog