Topics

Linguistic Trends

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

Task

Language Understanding Language Identification 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 Knowledge Acquisition Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Biomedical

Approach

Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

Literary Text News Encyclopedia Biographies Blogs Spoken Dialog Query Logs