4 papers
NEPSEE: A Double-Annotated Benchmark for Nepali Sentiment Analysis
Gaurab Baral, Mimansak Nepal, Grishma Basnet
Many sentiment datasets use one annotator for each item, so the test labels show the conventions of that person. We build a Nepali benchmark from two annotators who labelled the sa…
LexFlip: A Dissociation Diagnostic for Legal Meaning Preservation Metrics
Gaurab Baral
Does a simplified legal clause still say what the original said? The checks in current use cannot establish that it does: requiring an identical pair to score highest and an unrela…
Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition
Gaurab Baral, Aaditya Khanal, Yangyang Tao +1
This paper investigates knowledge distillation from a large reasoning model (DeepSeek-R1) to a compact student model (Qwen2.5-7B). Using historical problems from the John O'Bryan M…
AutoFormBench: Benchmark Dataset for Automating Form Understanding
Gaurab Baral, Junxiu Zhou
Automated processing of structured documents such as government forms, healthcare records, and enterprise invoices remains a persistent challenge due to the high degree of layout v…