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Yu-Hsiang Lin

3 accepted papers

2025

MH-LVC: Multi-Hypothesis Temporal Prediction for Learned Conditional Residual Video Coding

ICCV 2025poster

This work, termed MH-LVC, presents a multi-hypothesis temporal prediction scheme that employs long- and short-term reference frames in a conditional residual video coding framework. Recent temporal context mining approaches to conditional video coding offer superior coding performance. However, the…

2024

LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints

EMNLP 2024finding

Instruction following is a key capability for LLMs. However, recent studies have shown that LLMs often struggle with instructions containing multiple constraints (e.g. a request to create a social media post “in a funny tone” with “no hashtag”). Despite this, most evaluations focus solely on synthet…

Cited by 5SourcePDFScholar
2024

Mitigating Bias for Question Answering Models by Tracking Bias Influence

NAACL 2024long

Models of various NLP tasks have been shown to exhibit stereotypes, and the bias in the question answering (QA) models is especially harmful as the output answers might be directly consumed by the end users. There have been datasets to evaluate bias in QA models, while bias mitigation technique for…

Cited by 7SourcePDFScholar