Search Results for author: Bingshuai Liu

Found 3 papers, 1 papers with code

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models

no code implementations4 Dec 2023 Bingshuai Liu, Chenyang Lyu, Zijun Min, Zhanyu Wang, Jinsong Su, Longyue Wang

The advancement of Large Language Models (LLMs) has brought substantial attention to the Chain of Thought (CoT) approach, primarily due to its ability to enhance the capability of LLMs on complex reasoning tasks.

Question Answering Retrieval

On the Cultural Gap in Text-to-Image Generation

no code implementations6 Jul 2023 Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu

Accordingly, we propose a novel multi-modal metric that considers object-text alignment to filter the fine-tuning data in the target culture, which is used to fine-tune a T2I model to improve cross-cultural generation.

Text-to-Image Generation

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

1 code implementation15 Jun 2023 Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu

Although instruction-tuned large language models (LLMs) have exhibited remarkable capabilities across various NLP tasks, their effectiveness on other data modalities beyond text has not been fully studied.

Language Modelling

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