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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
'5
'10
'15
'20
'25

Papers (including subtopics)

Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation EMNLP 2006 Spam Filtering Using Statistical Data Compression Models JMLR 2006 Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005 Efficient Computation of Gapped Substring Kernels on Large Alphabets JMLR 2005 New Techniques for Disambiguation in Natural Language and Their Application to Biological Text JMLR 2004 RCV1: A New Benchmark Collection for Text Categorization Research JMLR 2004 A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification JMLR 2003 An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003 Distributional Word Clusters vs. Words for Text Categorization JMLR 2003 Kernel Methods for Relation Extraction JMLR 2003 Learning Non-Isomorphic Tree Mappings for Machine Translation ACL 2003 Evaluating Translational Correspondence using Annotation Projection ACL 2002 Information Extraction from Voicemail Transcripts EMNLP 2002 Text Classification using String Kernels JMLR 2002 Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001 Tagging of very large corpora: Topic-Focus Articulation COLING 2000