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Papers
CE-Bench: Towards a Reliable Contrastive Evaluation Benchmark of Interpretability of Sparse Autoencoders
EMNLP 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation
IJCNLP 2025
Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation
NAACL 2025
Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation
ACL 2023
On the Limits of Minimal Pairs in Contrastive Evaluation
EMNLP 2021
The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation
ACL 2019
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP 2018
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
EACL 2017