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The Last Translation Benchmark is introduced, a collection of human-authored and peer-reviewed examples that break leading machine translation models and a new evaluation approach: each example comes with handcrafted verification rules describing concrete failure cases on that example, therefore allowing reliable and a...
This work proposes and addresses a new task, MU for LLM-based Summarization (MU4Sum), and extends traditional MU methods to operate at the token level, which improves the performance of the traditional pipeline and proposes to integrate MU4Sum into an extractive-then-abstractive summarization pipeline.
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