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2026 顶会论文

一作ACL 2026Findings· Findings of ACL

P ib E - MPP : A Play-it-by-Ear Masking Performance Plug-in for LLM s

Mengwei Wang · Simin Niu · Xun Liang · Yuefeng Ma · Sensen Zhang · Jiawei Yang · Shichao Song · Hanyu Wang · Huayi Lai

摘要

Treating random masking as a performance plug-in for large language models (LLMs) offers three advantages: low coupling to the task, the model, and training resources. However, the critical drawback is that its gains are highly stochastic. Motivated by this, we propose play-it-by-ear masking perf...

可解释性数据与预训练代码OpenReview 项目页

一作KDD 2026Oral· Knowledge Discovery & Data Mining

Semantic Association vs. Position: Which Information Do Attention Heads Prefer?

Mengwei Wang · Simin Niu · Sensen Zhang · Hanyu Wang · Shichao Song · Zhiqiang Yin · Jiawei Yang · Xun Liang

可解释性检索与知识OpenReview

作者位次 #2/4AAAI 2026Poster· Artificial Intelligence

Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand

Xun Liang · Mengwei Wang · Yuefeng Ma · Simin Niu

检索与知识OpenReview

Mengwei Wang

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2026 顶会论文

P ib E - MPP : A Play-it-by-Ear Masking Performance Plug-in for LLM s

Semantic Association vs. Position: Which Information Do Attention Heads Prefer?

Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand

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