Search Results for author: Tongyao Zhu

Found 2 papers, 2 papers with code

Beyond Memorization: The Challenge of Random Memory Access in Language Models

1 code implementation12 Mar 2024 Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan, Min Lin

Through carefully-designed synthetic tasks, covering the scenarios of full recitation, selective recitation and grounded question answering, we reveal that LMs manage to sequentially access their memory while encountering challenges in randomly accessing memorized content.

Memorization Open-Domain Question Answering

Translating Natural Language to Planning Goals with Large-Language Models

1 code implementation10 Feb 2023 Yaqi Xie, Chen Yu, Tongyao Zhu, Jinbin Bai, Ze Gong, Harold Soh

Recent large language models (LLMs) have demonstrated remarkable performance on a variety of natural language processing (NLP) tasks, leading to intense excitement about their applicability across various domains.

GPT-3.5 Translation

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