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Haoyan Yang

2 accepted papers

2025

Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector

NeurIPS 2025poster

LLM-as-a-Judge has emerged as a promising tool for automatically evaluating generated outputs, but its reliability is often undermined by potential biases in judgment. Existing efforts to mitigate these biases face key limitations: in-context learning-based methods fail to address rooted biases due…

Cited by 0SourceScholar
2023

PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter

EMNLP 2023long main

The Retrieval Question Answering (ReQA) task employs the retrieval-augmented framework, composed of a retriever and generator. The generators formulate the answer based on the documents retrieved by the retriever. Incorporating Large Language Models (LLMs) as generators is beneficial due to their ad…

Cited by 0SourceScholar