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What metrics were used to measure the TinyBERT (M=6;d' =768;d'i=3072) model in the TinyBERT: Distilling BERT for Natural Language Understanding paper on the SQuAD2.0 dev dataset?
F1, EM
What metrics were used to measure the GPT-2 (Pretrain) + CLS model in the Composing Ensembles of Pre-trained Models via Iterative Consensus paper on the GSM8K dataset?
BS=1, BS=5
What metrics were used to measure the BioLinkBERT (large) model in the LinkBERT: Pretraining Language Models with Document Links paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the GAL 120B (zero-shot) model in the Galactica: A Large Language Model for Science paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the BioLinkBERT (base) model in the LinkBERT: Pretraining Language Models with Document Links paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the BLOOM (zero-shot) model in the Galactica: A Large Language Model for Science paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the PubMedBERT uncased model in the Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the OPT (zero-shot) model in the Galactica: A Large Language Model for Science paper on the BioASQ dataset?
Accuracy
What metrics were used to measure the monoT5-3B model in the No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval paper on the FiQA-2018 (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-6.1B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the FiQA-2018 (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-BE-5.8B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the FiQA-2018 (BEIR) dataset?
nDCG@10
What metrics were used to measure the BM25+CE model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the FiQA-2018 (BEIR) dataset?
nDCG@10
What metrics were used to measure the IE-Net (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the FPNet (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the IE-NetV2 (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the SA-Net on Albert (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the SA-Net-V2 (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the FPNet (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader (ensemble) model in the Retrospective Reader for Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the EntitySpanFocusV2 (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the TransNets + SFVerifier + SFEnsembler (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the EntitySpanFocus+AT (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ATRLP+PV (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the LANetV2 (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA+ALBERT+EntitySpanFocus (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + DAAF + Verifier model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the electra+nlayers+adv+ds model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the MixEnsemble (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the electra+nlayers (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader on ALBERT (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader on ALBERT (ensemble) model in the Retrospective Reader for Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ANet model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Answer Dependent Classify (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the electra+nlayers+kdav (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + DAAF + Verifier (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the LANet (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Electra-nlayers (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Albert_Verifier_AA_Net (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT (ensemble model) model in the ALBERT: A Lite BERT for Self-supervised Learning of Language Representations paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Span Extract + Classify (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader on ELECTRA (single model) model in the Retrospective Reader for Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA+ATRLP+PV (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert+transform+verify (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert+KD+transfer (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ROaD-Electra (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ROaD-Electra model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Albert-nlayers (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA + E-Verifier (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA + ROBERTA + ALBERT (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the 2task (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Deberta model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + MTDA + SFVerifier (ensemble model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBert-LSTM (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + SFVerifier (ensemble model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA+RL+EV (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the electra & albert (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the AE-TEST model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA+EntitySpanFocus (Single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the SA-Net on Electra (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT+Entailment DA (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Tuned ALBERT (ensemble model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ELECTRA_ATT (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Deberta+prefix model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT (Single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet + DAAF + Verifier (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + IG + NE (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + IG (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the aanet_v2.0 (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert+verifier (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert+KD+transfer (single) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the UPM (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT + SFVerifier (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the {alber_m_transfor} (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet + SG-Net Verifier (ensemble) model in the SG-Net: Syntax-Guided Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader on ALBERT (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Retro-Reader on ALBERT (single model) model in the Retrospective Reader for Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT (single model) model in the ALBERT: A Lite BERT for Self-supervised Learning of Language Representations paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the {MTL} (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the MTL (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert_with_tricks (single) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBert (single-model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet + SG-Net Verifier (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the DeBERTalarge model in the DeBERTa: Decoding-enhanced BERT with Disentangled Attention paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT 1.1 Th (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the SkERT-Large (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert+KD+transfer+twopass (single) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet (single model) model in the XLNet: Generalized Autoregressive Pretraining for Language Understanding paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT+RL (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT+Entailment DA Verifier (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the Tuned ALBERT (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the albert_xxlarge (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the ALBERT 1.1 (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the LUKE (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the LUKE (single model) model in the LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet + SG-Net Verifier++ (single model) model in the SG-Net: Syntax-Guided Machine Reading Comprehension paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the UPM (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the BERT + DAE + AoA (ensemble) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact
What metrics were used to measure the XLNet + SG-Net Verifier (single model) model in the paper on the SQuAD2.0 dataset?
EM, F1, exact