2 citations · 2 across the 8 of their papers we have counts for
4 papers · 1 filter
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
Yanming Liu, Xinyue Peng, Zixuan Yan +7
Large Language Models (LLMs) have demonstrated remarkable capabilities in complex reasoning tasks, particularly when augmented with search mechanisms that enable systematic explora…
Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT
Shaoshuai Du, Yiyi Tao, Yixian Shen +4
This study investigates the performance of various large language models (LLMs) on zero-shot end-to-end relation extraction (RE) in Chinese, a task that integrates entity recogniti…
Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts
Yanxin Shen, Lun Wang, Chuanqi Shi +4
Large Language Models (LLMs) have demonstrated significant effectiveness across various NLP tasks, including text ranking. This study assesses the performance of large language mod…
Robustness of Large Language Models Against Adversarial Attacks
Yiyi Tao, Yixian Shen, Hang Zhang +4
The increasing deployment of Large Language Models (LLMs) in various applications necessitates a rigorous evaluation of their robustness against adversarial attacks. In this paper,…