Search Results for author: Lillian Floyd

Found 2 papers, 0 papers with code

Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs

no code implementations19 Apr 2024 Ngoc Quach, Qi Wang, Zijun Gao, Qifeng Sun, Bo Guan, Lillian Floyd

The widespread use of knowledge graphs in various fields has brought about a challenge in effectively integrating and updating information within them.

Knowledge Graphs reinforcement-learning +1

Adapting LLMs for Efficient Context Processing through Soft Prompt Compression

no code implementations7 Apr 2024 Cangqing Wang, Yutian Yang, Ruisi Li, Dan Sun, Ruicong Cai, Yuzhu Zhang, Chengqian Fu, Lillian Floyd

By amalgamating soft prompt compression with sophisticated summarization, SoftPromptComp confronts the dual challenges of managing lengthy contexts and ensuring model scalability.

Text Generation

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