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paraphrase-identification-on-mrpc-glue-dev
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Paraphrase Identification
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ModelName
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GLU Variants Improve Transformer
✓ Link
92.68
FFN GEGLU
2020-02-12
MVP: Multi-task Supervised Pre-training for Natural Language Generation
✓ Link
92.07
MVP
2022-06-24
MPNet: Masked and Permuted Pre-training for Language Understanding
✓ Link
91.4
MPNet Large
2020-04-20
RoBERTa: A Robustly Optimized BERT Pretraining Approach
✓ Link
90.9
RoBERTa
2019-07-26
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
✓ Link
90.8
ELECTRA-1.75M
2020-03-23
Larger-Scale Transformers for Multilingual Masked Language Modeling
✓ Link
90.7
XLM-R XXL
2021-05-02
Unsupervised Cross-lingual Representation Learning at Scale
✓ Link
89.5
XLM-R
2019-11-05
RoFormer: Enhanced Transformer with Rotary Position Embedding
✓ Link
89.5
RoFormer
2021-04-20
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling
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88.1
YOSO-E
2021-11-18
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
✓ Link
87.5
DistilBERT
2019-10-02
FLAVA: A Foundational Language And Vision Alignment Model
✓ Link
86.9
FLAVA
2021-12-08
Resource-Efficient Transformer Pruning for Finetuning of Large Models
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86.55
RECAP (BERT-base, 50% pruning)
2024-06-17
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