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Applications

26,116 papers (87 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Classification (6,339) Machine Translation (4,668) Question Answering (4,039) Information Extraction (3,097) Sentiment Analysis (2,534) Information Retrieval (2,392) Natural Language Inference (1,417) Fact-Checking (931) Machine Reading Comprehension (891) Natural Language Understanding (699) Intent Classification (500) Text Processing (427) Semantic Parsing (408) Visual Question Answering (238) Relation Extraction (222) Argument Mining (173) Topic Modeling (169) Document Analysis (133) Natural Language Generation (112) Evaluation (103) Text Simplification (87) Word Sense Disambiguation (85) Clinical NLP (84) Entity Linking (76) Speech Recognition (75) Quality Estimation (67) Image Captioning (66) Code Generation (59) Emotion Recognition (54) Natural Language Processing (46) Spoken Language Understanding (46) Sequence Labeling (45) Slot Filling (43) Emotion Detection (40) Grammatical Error Correction (29) Question Generation (28) Legal NLP (28) Text Recognition (26) Video Captioning (26) Text Mining (23) Emotion Analysis (23) Reading Comprehension (20) Stance Detection (18) Event Extraction (13) Opinion Mining (11) Semantic Role Labeling (7)

Papers per year

1
2
9
23
2,484
4,938
2000
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Papers (including subtopics)

Unsupervised Learning of Visual Sense Models for Polysemous Words NeurIPS 2008 A Bayesian Framework for Cross-Situational Word-Learning NeurIPS 2007 A General Boosting Method and its Application to Learning Ranking Functions for Web Search NeurIPS 2007 A Randomized Algorithm for Large Scale Support Vector Learning NeurIPS 2007 Collapsed Variational Inference for HDP NeurIPS 2007 Discriminative Log-Linear Grammars with Latent Variables NeurIPS 2007 Distributed Inference for Latent Dirichlet Allocation NeurIPS 2007 Expectation Maximization and Posterior Constraints NeurIPS 2007 Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization JMLR 2007 HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation NeurIPS 2007 McRank: Learning to Rank Using Multiple Classification and Gradient Boosting NeurIPS 2007 Measuring Differentiability: Unmasking Pseudonymous Authors JMLR 2007 Sparse Overcomplete Latent Variable Decomposition of Counts Data NeurIPS 2007 Supervised Topic Models NeurIPS 2007 Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NeurIPS 2007 Using RBMT Systems to Produce Bilingual Corpus for SMT EMNLP 2007 A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation NeurIPS 2006 Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NeurIPS 2006 Dirichlet-Enhanced Spam Filtering based on Biased Samples NeurIPS 2006 Improving QA Accuracy by Question Inversion ACL 2006 Isotonic Conditional Random Fields and Local Sentiment Flow NeurIPS 2006 Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NeurIPS 2006 Multi-dynamic Bayesian Networks NeurIPS 2006 Online Classification for Complex Problems Using Simultaneous Projections NeurIPS 2006 Scalable Discriminative Learning for Natural Language Parsing and Translation NeurIPS 2006