CliqueParcel: An Approach for Batching LLM Prompts that Jointly Optimizes Efficiency and Faithfulness.

Jiayi Liu|Tinghan Yang|Jennifer Neville


Anthology ID:DBLP:conf/smallext/LiuYN25
Volume:Proceedings of the 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction (SmaLLEXT 2025) co-located with CIKM 2025, Seoul, Korea, November 14, 2025.
Year:2025
Venue:Workshop on Small and Efficient Large Language Models for Knowledge Extraction (SmaLLEXT)
Publisher:CEUR-WS.org
Pages:40-58
URL:https://ceur-ws.org/Vol-4200/paper4.pdf
DBLP:conf/smallext/LiuYN25
BibTeX:
@inproceedings{liu-2025-cliqueparcel, author = {Jiayi Liu and Tinghan Yang and Jennifer Neville}, editor = {Felice Antonio Merra and Kristian Skracic and Daniele Malitesta and Jacek Golebiowski and Pasquale Minervini}, title = {{CliqueParcel: An Approach for Batching LLM Prompts that Jointly Optimizes Efficiency and Faithfulness}}, booktitle = {{Proceedings of the 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction (SmaLLEXT 2025) co-located with CIKM 2025, Seoul, Korea, November 14, 2025}}, series = {CEUR Workshop Proceedings}, volume = {4200}, pages = {40--58}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4200/paper4.pdf} }