3 papers
cs.IR2026
JFinTEB: Japanese Financial Text Embedding Benchmark
Masahiro Suzuki, Hiroki Sakaji
We introduce JFinTEB, the first comprehensive benchmark specifically designed for evaluating Japanese financial text embeddings. Existing embedding benchmarks provide limited cover…
cs.CL2024
Refined and Segmented Price Sentiment Indices from Survey Comments
Masahiro Suzuki, Hiroki Sakaji
We aim to enhance a price sentiment index and to more precisely understand price trends from the perspective of not only consumers but also businesses. We extract comments related…
cs.CL2024
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models
Meiyun Wang, Masahiro Suzuki, Hiroki Sakaji +1
Large Language Models (LLMs) have demonstrated exceptional capabilities across various machine learning (ML) tasks. Given the high costs of creating annotated datasets for supervis…