Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks

17 January 2023

Papers citing "Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks"

6 / 6 papers shown

Title
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles Dom Nasrabadi 31 1 0 11 Oct 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context Hannes Kunstmann J. Ollier Joel Persson F. Wangenheim 37 0 0 05 Jul 2024
OptLLM: Optimal Assignment of Queries to Large Language Models Yueyue Liu Hongyu Zhang Yuantian Miao Van-Hoang Le Zhiqiang Li 21 2 0 24 May 2024
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling Marija vSakota Maxime Peyrard Robert West 24 45 0 11 Aug 2023
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei-ping Xu 58 31 0 10 Sep 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014