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Yutong Yao

2 accepted papers

2025

SGIC: A Self-Guided Iterative Calibration Framework for RAG

ACL 2025long

Recent research in retrieval-augmented generation (RAG) has concentrated on retrieving useful information from candidate documents. However, numerous methodologies frequently neglect the calibration capabilities of large language models (LLMs), which capitalize on their robust in-context reasoning p…

2024

A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU

COLING 2024main

Multi-intent natural language understanding (NLU) presents a formidable challenge due to the model confusion arising from multiple intents within a single utterance. While previous works train the model contrastively to increase the margin between different multi-intent labels, they are less suited…