Search Results for author: Siyu An

Found 4 papers, 2 papers with code

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema

1 code implementation19 Feb 2024 Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun

In the quest to facilitate the deep intelligence of Large Language Models (LLMs) accessible in final-end user-bot interactions, the art of prompt crafting emerges as a critical yet complex task for the average user.

VKIE: The Application of Key Information Extraction on Video Text

no code implementations18 Oct 2023 Siyu An, Ye Liu, Haoyuan Peng, Di Yin

Extracting structured information from videos is critical for numerous downstream applications in the industry.

Key Information Extraction

MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation

1 code implementation16 Aug 2023 Junru Lu, Siyu An, Mingbao Lin, Gabriele Pergola, Yulan He, Di Yin, Xing Sun, Yunsheng Wu

We propose MemoChat, a pipeline for refining instructions that enables large language models (LLMs) to effectively employ self-composed memos for maintaining consistent long-range open-domain conversations.

Memorization Retrieval

Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document

no code implementations9 Nov 2022 Chen Lin, Ye Liu, Siyu An, Di Yin

In the scenario of unsupervised extractive summarization, learning high-quality sentence representations is essential to select salient sentences from the input document.

Extractive Summarization Sentence +2

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