Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model

no code implementations • 8 Apr 2024 • Sirui Wang, Peiguang Li, Yunsen Xian, Hongzhi Zhang

The sequential recommendation task aims to predict the item that user is interested in according to his/her historical action sequence.

Attribute Sequential Recommendation

Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

1 code implementation • 25 Aug 2023 • Keheng Wang, Feiyu Duan, Sirui Wang, Peiguang Li, Yunsen Xian, Chuantao Yin, Wenge Rong, Zhang Xiong

Equipped with Chain-of-Thought (CoT), Large language models (LLMs) have shown impressive reasoning ability in various downstream tasks.

In-Context Learning Question Answering

1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models

no code implementations • SEMEVAL 2021 • Peiguang Li, Xuan Li, Xian Sun

This paper presents the solution proposed by the 1213Li team for subtask 3 in SemEval-2021 Task 6: identifying the multiple persuasion techniques used in the multi-modal content of the meme.