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Natural Language Processing | State-of-the-Art
Natural Language Processing
Explore cutting-edge benchmarks and research
1663
Benchmarks
541
Tasks
2642
Papers
Dialogue
Dialogue Generation
13
benchmarks
10
papers
Dialogue State Tracking
7
benchmarks
8
papers
Task-Oriented Dialogue Systems
4
benchmarks
10
papers
Visual Dialog
8
benchmarks
10
papers
Dialogue Understanding
0
benchmarks
9
papers
Goal-Oriented Dialog
1
benchmarks
10
papers
Dialogue Management
0
benchmarks
10
papers
Dialogue Act Classification
5
benchmarks
10
papers
Empathetic Response Generation
1
benchmarks
10
papers
Goal-Oriented Dialogue Systems
0
benchmarks
10
papers
Show 12 more tasks
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Text Generation
Text Generation
14
benchmarks
9
papers
Dialogue Generation
12
benchmarks
10
papers
Data-to-Text Generation
21
benchmarks
9
papers
Multi-Document Summarization
4
benchmarks
9
papers
Text Style Transfer
2
benchmarks
10
papers
Story Generation
4
benchmarks
10
papers
Paraphrase Generation
3
benchmarks
9
papers
Spelling Correction
0
benchmarks
9
papers
Table-to-Text Generation
8
benchmarks
10
papers
Conditional Text Generation
1
benchmarks
10
papers
Show 12 more tasks
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Relation Extraction
Relation Extraction
48
benchmarks
10
papers
Relation Classification
8
benchmarks
10
papers
Document-level Relation Extraction
0
benchmarks
9
papers
Joint Entity and Relation Extraction
15
benchmarks
10
papers
Temporal Relation Extraction
0
benchmarks
9
papers
Dialog Relation Extraction
2
benchmarks
10
papers
Relationship Extraction (Distant Supervised)
2
benchmarks
9
papers
Continual Relation Extraction
0
benchmarks
7
papers
Binary Relation Extraction
2
benchmarks
4
papers
Zero-shot Relation Triplet Extraction
2
benchmarks
3
papers
Show 6 more tasks
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Text Classification
Text Classification
45
benchmarks
10
papers
Topic Models
3
benchmarks
8
papers
Document Classification
19
benchmarks
9
papers
Sentence Classification
6
benchmarks
10
papers
Emotion Classification
6
benchmarks
10
papers
Multi-Label Text Classification
19
benchmarks
10
papers
Text Categorization
0
benchmarks
7
papers
Semi-Supervised Text Classification
2
benchmarks
9
papers
Citation Intent Classification
2
benchmarks
7
papers
Coherence Evaluation
2
benchmarks
8
papers
Show 6 more tasks
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Text Summarization
Text Summarization
36
benchmarks
10
papers
Abstractive Text Summarization
16
benchmarks
10
papers
Document Summarization
7
benchmarks
8
papers
Multi-Document Summarization
5
benchmarks
9
papers
Opinion Summarization
0
benchmarks
10
papers
Extractive Text Summarization
5
benchmarks
10
papers
Sentence Compression
1
benchmarks
10
papers
Sentence Summarization
0
benchmarks
9
papers
Scientific Document Summarization
1
benchmarks
5
papers
Timeline Summarization
1
benchmarks
4
papers
Show 3 more tasks
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Information Extraction
Extractive Summarization
0
benchmarks
10
papers
Event Extraction
7
benchmarks
0
papers
Joint Entity and Relation Extraction
5
benchmarks
10
papers
Temporal Information Extraction
2
benchmarks
8
papers
Low Resource Named Entity Recognition
3
benchmarks
8
papers
Drug–drug Interaction Extraction
1
benchmarks
0
papers
Attribute Value Extraction
0
benchmarks
0
papers
Definition Extraction
0
benchmarks
5
papers
Information Extraction
0
benchmarks
0
papers
Participant Intervention Comparison Outcome Extraction
1
benchmarks
2
papers
Machine Translation
Machine Translation
57
benchmarks
0
papers
Transliteration
0
benchmarks
7
papers
Unsupervised Machine Translation
9
benchmarks
0
papers
Bilingual Lexicon Induction
0
benchmarks
0
papers
Automatic Post-Editing
0
benchmarks
0
papers
Multimodal Machine Translation
3
benchmarks
9
papers
Low-Resource Neural Machine Translation
0
benchmarks
0
papers
Clinical Language Translation
0
benchmarks
0
papers
Legal Document Translation
0
benchmarks
0
papers
Emotion Recognition
Emotion Recognition
5
benchmarks
0
papers
Speech Emotion Recognition
6
benchmarks
10
papers
Emotion Recognition in Conversation
9
benchmarks
10
papers
Multimodal Emotion Recognition
0
benchmarks
0
papers
Emotion Cause Extraction
1
benchmarks
0
papers
Emotion-Cause Pair Extraction
2
benchmarks
10
papers
Video Emotion Recognition
0
benchmarks
0
papers
Emotion Recognition in Context
0
benchmarks
0
papers
EEG Emotion Recognition
1
benchmarks
6
papers
Sentiment Analysis
Sentiment Analysis
0
benchmarks
0
papers
Aspect-Based Sentiment Analysis
0
benchmarks
0
papers
Multimodal Sentiment Analysis
0
benchmarks
0
papers
Twitter Sentiment Analysis
0
benchmarks
0
papers
Aspect Sentiment Triplet Extraction
0
benchmarks
0
papers
Arabic Sentiment Analysis
0
benchmarks
0
papers
Fine-Grained Opinion Analysis
0
benchmarks
0
papers
Persian Sentiment Analysis
0
benchmarks
0
papers
Aspect-Sentiment-Opinion Triplet Extraction
1
benchmarks
2
papers
Named Entity Recognition (NER)
Named Entity Recognition
0
benchmarks
0
papers
Nested Named Entity Recognition
0
benchmarks
0
papers
Medical Named Entity Recognition
0
benchmarks
0
papers
Chinese Named Entity Recognition
0
benchmarks
0
papers
Named Entity Recognition In Vietnamese
0
benchmarks
0
papers
Multi-Grained Named Entity Recognition
0
benchmarks
0
papers
Cross-Domain Named Entity Recognition
0
benchmarks
0
papers
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