Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Formal Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Multilingualism Language Change Typology Neurolinguistics Cognitive Linguistics Psycholinguistics

Task

Language Understanding Corpus Development Corpus Annotation 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 Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification Text Organization Belief Analysis ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Style Analysis Authorship Attribution Mathematical Models Biomedical Social Science Ethics

Approach

Multilingual Resources User Evaluation Topic Modeling Bayesian Model Structured Prediction Generative Model Discriminative Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature Literary Text News Encyclopedia Social Media Blogs Spoken Dialog Query Logs Biomedical Texts Clinical Notes Web Crawl