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Yuquan Le

3 accepted papers

2025

Neural Causal Graph for Interpretable and Intervenable Classification

ICLR 2025poster

Advancements in neural networks have significantly enhanced the performance of classification models, achieving remarkable accuracy across diverse datasets. However, these models often lack transparency and do not support interactive reasoning with human users, which are essential attributes for app…

Cited by 0SourcePDFScholar
2025

TermDiffuSum: A Term-guided Diffusion Model for Extractive Summarization of Legal Documents

COLING 2025main

Extractive summarization for legal documents aims to automatically extract key sentences from legal texts to form concise summaries. Recent studies have explored diffusion models for extractive summarization task, showcasing their remarkable capabilities. Despite these advancements, these models oft…

2022

Building Robust Spoken Language Understanding by Cross Attention Between Phoneme Sequence and ASR Hypothesis

ICASSP 2022accepted

Building Spoken Language Understanding (SLU) robust to Automatic Speech Recognition (ASR) errors is an essential issue for various voice-enabled virtual assistants. Considering that most ASR errors are caused by phonetic confusion between similar-sounding expressions, intuitively, leveraging the pho…

Cited by 0SourceScholar