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What metrics were used to measure the BERT-Base model in the Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning paper on the MRPC dataset?
Accuracy, F1, Number of Params, Dev Accuracy, Dev F1, Structure Aware Intrinsic Dimension, Direct Intrinsic Dimension
What metrics were used to measure the BERT-Large model in the Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning paper on the MRPC dataset?
Accuracy, F1, Number of Params, Dev Accuracy, Dev F1, Structure Aware Intrinsic Dimension, Direct Intrinsic Dimension
What metrics were used to measure the PromCSE-RoBERTa-large model in the Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning paper on the CxC dataset?
avg ± std
What metrics were used to measure the DE-T2T+I2T model in the MURAL: Multimodal, Multitask Retrieval Across Languages paper on the CxC dataset?
avg ± std
What metrics were used to measure the MURAL-large model in the MURAL: Multimodal, Multitask Retrieval Across Languages paper on the CxC dataset?
avg ± std
What metrics were used to measure the ALIGN-L2 model in the MURAL: Multimodal, Multitask Retrieval Across Languages paper on the CxC dataset?
avg ± std
What metrics were used to measure the PromptEOL+CSE+OPT-13B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+LLaMA-30B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the PromCSE-RoBERTa-large model in the Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+OPT-2.7B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-13B model in the AnglE-optimized Text Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B-v2 model in the AnglE-optimized Text Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B model in the AnglE-optimized Text Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-RoBERTa-large-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-large-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-RoBERTa-large model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-RoBERTa-base-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-base-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the SRoBERTa-NLI-large model in the Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-BERT-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Dino (STSb/̄🦕) model in the Generating Datasets with Pretrained Language Models paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-RoBERTa-base model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-RoBERTa-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-BERT-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the BERTlarge-flow (target) model in the On the Sentence Embeddings from Pre-trained Language Models paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-RoBERTa-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the IS-BERT-NLI model in the An Unsupervised Sentence Embedding Method by Mutual Information Maximization paper on the STS12 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-13B model in the AnglE-optimized Text Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B model in the AnglE-optimized Text Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B-v2 model in the AnglE-optimized Text Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+LLaMA-30B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+OPT-13B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+OPT-2.7B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the PromCSE-RoBERTa-large model in the Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-large-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-large-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-RoBERTa-large-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-RoBERTa-large model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-base-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-base-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-BERT-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-RoBERTa-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-BERT-base model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-RoBERTa-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-RoBERTa-base model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Dino (STSb/̄🦕) model in the Generating Datasets with Pretrained Language Models paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-BERT-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the SBERT-NLI-large model in the Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the BERTlarge-flow (target) model in the On the Sentence Embeddings from Pre-trained Language Models paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the IS-BERT-NLI model in the An Unsupervised Sentence Embedding Method by Mutual Information Maximization paper on the STS13 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-13B model in the AnglE-optimized Text Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B-v2 model in the AnglE-optimized Text Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B model in the AnglE-optimized Text Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+LLaMA-30B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+OPT-2.7B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+OPT-13B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-RoBERTa-large-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the PromCSE-RoBERTa-large model in the Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-large-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the SimCSE-RoBERTalarge model in the SimCSE: Simple Contrastive Learning of Sentence Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-RoBERTa-base-cross (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Trans-Encoder-BERT-base-bi (unsup.) model in the Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-RoBERTa-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the DiffCSE-BERT-base model in the DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-RoBERTa-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the BERTlarge-flow (target) model in the On the Sentence Embeddings from Pre-trained Language Models paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Dino (STSb/̄🦕) model in the Generating Datasets with Pretrained Language Models paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the SRoBERTa-NLI-large model in the Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the Mirror-BERT-base (unsup.) model in the Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the IS-BERT-NLI model in the An Unsupervised Sentence Embedding Method by Mutual Information Maximization paper on the STS16 dataset?
Spearman Correlation
What metrics were used to measure the MT-DNN-SMART model in the SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the StructBERTRoBERTa ensemble model in the StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the Mnet-Sim model in the MNet-Sim: A Multi-layered Semantic Similarity Network to Evaluate Sentence Similarity paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the T5-11B model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ALBERT model in the ALBERT: A Lite BERT for Self-supervised Learning of Language Representations paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the XLNet (single model) model in the XLNet: Generalized Autoregressive Pretraining for Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the RoBERTa model in the RoBERTa: A Robustly Optimized BERT Pretraining Approach paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ELECTRA model in the paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the Vector-wise model in the LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the EFL model in the Entailment as Few-Shot Learner paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ERNIE 2.0 Large model in the ERNIE 2.0: A Continual Pre-training Framework for Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ELECTRA (no tricks) model in the paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the DistilBERT model in the DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the T5-3B model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the MLM+ del-word model in the CLEAR: Contrastive Learning for Sentence Representation paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the RealFormer model in the RealFormer: Transformer Likes Residual Attention paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the T5-Large model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the SpanBERT model in the SpanBERT: Improving Pre-training by Representing and Predicting Spans paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the T5-Base model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ERNIE 2.0 Base model in the ERNIE 2.0: A Continual Pre-training Framework for Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the Charformer-Tall model in the Charformer: Fast Character Transformers via Gradient-based Subword Tokenization paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the T5-Small model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ERNIE model in the ERNIE: Enhanced Language Representation with Informative Entities paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the 24hBERT model in the How to Train BERT with an Academic Budget paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the TinyBERT model in the TinyBERT: Distilling BERT for Natural Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the USE_T model in the Universal Sentence Encoder paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-13B model in the AnglE-optimized Text Embeddings paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the ASA + RoBERTa model in the Adversarial Self-Attention for Language Understanding paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the PromptEOL+CSE+LLaMA-30B model in the Scaling Sentence Embeddings with Large Language Models paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation
What metrics were used to measure the AnglE-LLaMA-7B-v2 model in the AnglE-optimized Text Embeddings paper on the STS Benchmark dataset?
Pearson Correlation, Spearman Correlation, Accuracy, Dev Pearson Correlation, Dev Spearman Correlation