Methods › Natural Language Processing
Natural Language Processing
Collections are ordered by tagged papers; each shows its 5 most-tagged methods.
Transformers
85 methods · 38,673 papersFocus
15,340 papers
Transformer
13,999 papers
BERT
6,938 papers
GPT-3
1,906 papers
BART
1,642 papers
Language Models
51 methods · 25,913 papersSubword Segmentation
5 methods · 23,698 papersWordPiece
7,063 papers
Unigram Segmentation
1 paper
Autoregressive Transformers
13 methods · 15,683 papersTransformer
13,999 papers
GPT
1,212 papers
GPT-2
768 papers
Transformer-XL
64 papers
Universal Transformer
18 papers
Autoencoding Transformers
19 methods · 7,853 papersTokenizers
1 method · 908 papersSentencePiece
908 papers
Word Embeddings
15 methods · 811 papersMachine Translation Models
2 methods · 738 papersStatic Word Embeddings
7 methods · 576 papersContextualized Word Embeddings
5 methods · 280 papersSentence Embeddings
8 methods · 234 papersInference Extrapolation
2 methods · 121 papersInput Embedding Factorization
1 method · 66 papersAdaptive Input Representations
66 papers
Code Generation Transformers
3 methods · 53 papersAttention Patterns
3 methods · 50 papersConversational Models
2 methods · 48 papersText Data Augmentation
3 methods · 34 papersDART
32 papers
Table Question Answering Models
2 methods · 24 papersLanguage Model Pre-Training
4 methods · 20 papersDialog Adaptation
1 method · 11 papersText Classification Models
5 methods · 8 papersTopic Embeddings
2 methods · 8 papersContextualized Topic Models
7 papers
lda2vec
1 paper
Dialog System Evaluation
1 method · 7 papersENIGMA
7 papers
Document Summary Evaluation
1 method · 7 papersBLANC
7 papers
Question Answering Models
3 methods · 7 papersLanguage Model Components
1 method · 4 papersNeural Cache
4 papers
Relation Extraction Models
3 methods · 4 papersPartition Filter Network
2 papers
CubeRE
1 paper
Text Augmentation
2 methods · 4 papersMixText
3 papers
Augmented SBERT
1 paper
Document Understanding Models
1 method · 3 papersLayoutLMv2
3 papers
Open-Domain Chatbots
1 method · 3 papersMeena
3 papers
Passage Re-Ranking Models
1 method · 3 papersTILDEv2
3 papers
Sequence Decoding Methods
2 methods · 3 papersDiscriminative Adversarial Search
2 papers
Span Representations
1 method · 2 papersPacked Levitated Markers
2 papers
Textual Inference Models
1 method · 2 papersTextual Meaning
1 method · 2 papersCopy Mechanisms
1 method · 1 paperTopK Copy
1 paper
Dependency Parsers
1 method · 1 paperDialogue State Trackers
1 method · 1 paperFastSGT
1 paper
Document Embeddings
2 methods · 1 paperlda2vec
1 paper
EDLPS
Encoder-Decoder model with local and pairwise loss along with shared encoder and discriminator network (EDLPS)
0 papers
Entity Retrieval Models
1 method · 1 paperMuVER
1 paper
Exaggeration Detection Models
1 method · 1 paperMT-PET
1 paper
Paraphrase Generation Models
1 method · 1 paperBTmPG
1 paper
Reading Comprehension Models
1 method · 1 paperDeep LSTM Reader
1 paper
Reading Order Detection Models
1 method · 1 paperLayoutReader
1 paper
Sequence Editing Models
1 method · 1 paperSeq2Edits
1 paper
Synthesized Attention Mechanisms
2 methods · 1 paperTaxonomy Expansion Models
1 method · 1 paperTaxoExpan
1 paper