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cs.CL2026
How Far Can Machine Translation Quality Take You? Extrinsic Discourse Evaluation in Goal-Oriented Setups
Wafaa Mohammed, Kata Naszadi, Vlad Niculae
Existing machine translation (MT) metrics and discourse-focused evaluations primarily assess translation quality intrinsically, without measuring the downstream consequences of tra…
cs.CL2026
When Contextual Inference Fails: Cancelability in Interactive Instruction Following
Natalia Bila, Kata Naszádi, Alexandra Mayn +1
We investigate the separation of literal interpretation from contextual inference in a collaborative block-building tasks, where an agent must resolve underspecified instructions u…