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What metrics were used to measure the Denoising autoencoders (non-autoregressive) model in the Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the RNN Enc-Dec Att model in the Effective Approaches to Attention-based Neural Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the FlowSeq-large model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the PBMT model in the paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Deep-Att model in the Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Phrase Based MT model in the Edinburgh's Syntax-Based Systems at WMT 2015 paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the PBSMT + NMT model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the NAT +FT + NPD model in the Non-Autoregressive Neural Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the FlowSeq-base model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Seq-KD + Seq-Inter + Word-KD model in the Sequence-Level Knowledge Distillation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Unsupervised PBSMT model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the NSE-NSE model in the Neural Semantic Encoders paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Unsupervised NMT + Transformer model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the SMT + iterative backtranslation (unsupervised) model in the Unsupervised Statistical Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the Reverse RNN Enc-Dec model in the Effective Approaches to Attention-based Neural Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the RNN Enc-Dec model in the Effective Approaches to Attention-based Neural Machine Translation paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the MAT model in the Multi-branch Attentive Transformer paper on the WMT2014 English-German dataset?
BLEU score, SacreBLEU, Number of Params, Hardware Burden, Operations per network pass
What metrics were used to measure the MADL model in the Multi-Agent Dual Learning paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Attentional encoder-decoder + BPE model in the Edinburgh Neural Machine Translation Systems for WMT 16 paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Linguistic Input Features model in the Linguistic Input Features Improve Neural Machine Translation paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the DeLighT model in the DeLighT: Deep and Light-weight Transformer paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the FLAN 137B zero-shot model in the Finetuned Language Models Are Zero-Shot Learners paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Transformer model in the On the adequacy of untuned warmup for adaptive optimization paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the BiRNN + GCN (Syn + Sem) model in the Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the SMT + iterative backtranslation (unsupervised) model in the Unsupervised Statistical Machine Translation paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Unsupervised NMT + weight-sharing model in the Unsupervised Neural Machine Translation with Weight Sharing paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Unsupervised S2S with attention model in the Unsupervised Machine Translation Using Monolingual Corpora Only paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Exploiting Mono at Scale (single) model in the Exploiting Monolingual Data at Scale for Neural Machine Translation paper on the WMT2016 English-German dataset?
BLEU score, SacreBLEU
What metrics were used to measure the ByteNet model in the Neural Machine Translation in Linear Time paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the S2Tree+5gram NPLM model in the paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the Enc-Dec Att (char) model in the A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the BPE word segmentation model in the Neural Machine Translation of Rare Words with Subword Units paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the Enc-Dec Att (BPE) model in the A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the Unsupervised attentional encoder-decoder + BPE model in the Unsupervised Neural Machine Translation paper on the WMT2015 English-German dataset?
BLEU score
What metrics were used to measure the CT+B/S construction model in the The University of Sydney's Machine Translation System for WMT19 paper on the WMT2019 Finnish-English dataset?
BLEU
What metrics were used to measure the DeLighT model in the DeLighT: Deep and Light-weight Transformer paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the CMLM+LAT+4 iterations model in the Incorporating a Local Translation Mechanism into Non-autoregressive Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FlowSeq-large (NPD n = 30) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FlowSeq-large (NPD n=15) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FlowSeq-large (IWD n = 15) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the CMLM+LAT+1 iterations model in the Incorporating a Local Translation Mechanism into Non-autoregressive Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the ConvS2S BPE40k model in the Convolutional Sequence to Sequence Learning paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FlowSeq-large model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the NAT +FT + NPD model in the Non-Autoregressive Neural Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the Denoising autoencoders (non-autoregressive) model in the Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FlowSeq-base model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the GRU BPE90k model in the The QT21/HimL Combined Machine Translation System paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the BiGRU model in the Edinburgh Neural Machine Translation Systems for WMT 16 paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the Deep Convolutional Encoder; single-layer decoder model in the A Convolutional Encoder Model for Neural Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the BiLSTM model in the A Convolutional Encoder Model for Neural Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the PBSMT + NMT model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the Unsupervised PBSMT model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the Unsupervised NMT + Transformer model in the Phrase-Based & Neural Unsupervised Machine Translation paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the FLAN 137B zero-shot model in the Finetuned Language Models Are Zero-Shot Learners paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the BART (TextBox 2.0) model in the TextBox 2.0: A Text Generation Library with Pre-trained Language Models paper on the WMT2016 English-Romanian dataset?
BLEU score, BLEU-4
What metrics were used to measure the HeadMask (Random-18) model in the Alleviating the Inequality of Attention Heads for Neural Machine Translation paper on the IWSLT2015 Vietnamese-English dataset?
BLEU
What metrics were used to measure the HeadMask (Impt-18) model in the Alleviating the Inequality of Attention Heads for Neural Machine Translation paper on the IWSLT2015 Vietnamese-English dataset?
BLEU
What metrics were used to measure the M_C model in the On Automatic Parsing of Log Records paper on the V_A (trained on T_H) dataset?
Median Relative Edit Distance
What metrics were used to measure the FLAN 137B zero-shot model in the Finetuned Language Models Are Zero-Shot Learners paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Attentional encoder-decoder + BPE model in the Edinburgh Neural Machine Translation Systems for WMT 16 paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Linguistic Input Features model in the Linguistic Input Features Improve Neural Machine Translation paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the SMT + iterative backtranslation (unsupervised) model in the Unsupervised Statistical Machine Translation paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Unsupervised NMT + weight-sharing model in the Unsupervised Neural Machine Translation with Weight Sharing paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Unsupervised S2S with attention model in the Unsupervised Machine Translation Using Monolingual Corpora Only paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Exploiting Mono at Scale (single) model in the Exploiting Monolingual Data at Scale for Neural Machine Translation paper on the WMT2016 German-English dataset?
BLEU score, SacreBLEU
What metrics were used to measure the Vega-MT model in the Vega-MT: The JD Explore Academy Translation System for WMT22 paper on the WMT 2022 English-Czech dataset?
SacreBLEU
What metrics were used to measure the PaLM 2 model in the PaLM 2 Technical Report paper on the FRMT (Portuguese - Brazil) dataset?
BLEURT
What metrics were used to measure the Google Translate model in the PaLM 2 Technical Report paper on the FRMT (Portuguese - Brazil) dataset?
BLEURT
What metrics were used to measure the PaLM model in the PaLM 2 Technical Report paper on the FRMT (Portuguese - Brazil) dataset?
BLEURT
What metrics were used to measure the Bi-SimCut model in the Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the BiBERT model in the BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the SimCut model in the Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the Mega model in the Mega: Moving Average Equipped Gated Attention paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the CMLM+LAT+4 iterations model in the Incorporating a Local Translation Mechanism into Non-autoregressive Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the MAT+Knee model in the Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the CNAT model in the Non-Autoregressive Translation by Learning Target Categorical Codes paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the CMLM+LAT+1 iterations model in the Incorporating a Local Translation Mechanism into Non-autoregressive Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the FlowSeq-large (NPD n = 30) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the FlowSeq-large (NPD n = 15) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the FlowSeq-large (IWD n=15) model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the Denoising autoencoders (non-autoregressive) model in the Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the FlowSeq-large model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the FlowSeq-base model in the FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the NAT +FT + NPD model in the Non-Autoregressive Neural Machine Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the SMT + iterative backtranslation (unsupervised) model in the Unsupervised Statistical Machine Translation paper on the WMT2014 German-English dataset?
BLEU score
What metrics were used to measure the CT+B/S construction model in the The University of Sydney's Machine Translation System for WMT19 paper on the WMT2017 Finnish-English dataset?
BLEU
What metrics were used to measure the EnViT5 + MTet model in the MTet: Multi-domain Translation for English and Vietnamese paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the Tall Transformer with Style-Augmented Training model in the Better Translation for Vietnamese paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the Transformer+BPE-dropout model in the BPE-Dropout: Simple and Effective Subword Regularization paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the Transformer+BPE+FixNorm+ScaleNorm model in the Transformers without Tears: Improving the Normalization of Self-Attention paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the Transformer+LayerNorm-simple model in the Understanding and Improving Layer Normalization paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the CVT model in the Semi-Supervised Sequence Modeling with Cross-View Training paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the Self-Adaptive Control of Temperature model in the Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the SAWR model in the Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the DeconvDec model in the Deconvolution-Based Global Decoding for Neural Machine Translation paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the LSTM+Attention+Ensemble model in the Stanford Neural Machine Translation Systems for Spoken Language Domains paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the NLLB-200 model in the No Language Left Behind: Scaling Human-Centered Machine Translation paper on the IWSLT2015 English-Vietnamese dataset?
BLEU, SacreBLEU
What metrics were used to measure the PiNMT model in the Integrating Pre-trained Language Model into Neural Machine Translation paper on the IWSLT2014 German-English dataset?
BLEU score, Number of Params
What metrics were used to measure the BiBERT model in the BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation paper on the IWSLT2014 German-English dataset?
BLEU score, Number of Params
What metrics were used to measure the Bi-SimCut model in the Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation paper on the IWSLT2014 German-English dataset?
BLEU score, Number of Params