الباحثون

Sunhee Jo

المنشورات 2

نسخة أولية وصول مفتوح

Don't Count the Edits, Judge by the Outcome Alone: Reward-Based Evaluation for Grammatical Error Correction

Hayeong Ryu, Sunhee Jo, Seunguk Yu وآخرون · 2026

Grammatical error correction (GEC) evaluation has traditionally relied on reference or edit overlap, which can penalize valid rewrites that differ from gold corrections. Reference-free metrics reduce this dependence, but evaluating whether a fluent output is a valid correction of the source remains challenging. We prop …

نسخة أولية وصول مفتوح

Look Before You Leap: Factual Decoding with Internal Attribution Signals

Hayeong Ryu, JungMin Yun, Byeonggeuk Lim وآخرون · 2026

Hallucination remains a critical challenge in large language models (LLMs), where early factual errors compound through autoregressive generation in a snowballing effect that neither post-hoc correction nor weight-level intervention can effectively preempt. We propose DescaPE (DEcoding Signal Control Against Path Error …

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