Abacus: A Cost-Based Optimizer for Semantic Operator Systems

Abacus: A Cost-Based Optimizer for Semantic Operator Systems

20 May 2025

Sivaprasad Sudhir

Gerardo Vitagliano

Michael Cafarella

Papers citing "Abacus: A Cost-Based Optimizer for Semantic Operator Systems"

15 / 15 papers shown

Title
Archon: An Architecture Search Framework for Inference-Time Techniques Jon Saad-Falcon Adrian Gamarra Lafuente Shlok Natarajan Nahum Maru Hristo Todorov ... E. Kelly Buchanan Mayee Chen Neel Guha Christopher Ré Azalia Mirhoseini AI4CE 37 20 0 23 Sep 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together Dilara Soylu Christopher Potts Omar Khattab 42 12 0 15 Jul 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs Krista Opsahl-Ong Michael J Ryan Josh Purtell David Broman Christopher Potts Matei A. Zaharia Omar Khattab 55 32 0 17 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 61 116 0 07 Jun 2024
MileBench: Benchmarking MLLMs in Long Context Dingjie Song Shunian Chen Guiming Hardy Chen Fei Yu Xiang Wan Benyou Wang VLM 91 37 0 29 Apr 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Xiang Yue Yuansheng Ni Kai Zhang Tianyu Zheng Ruoqi Liu ... Yibo Liu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen OSLM ELM VLM 148 833 0 27 Nov 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 54 248 0 05 Oct 2023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance Karel DÓosterlinck François Remy Johannes Deleu Thomas Demeester Chris Develder Klim Zaporojets Aneiss Ghodsi Simon Ellershaw Jack R. Collins Christopher Potts 68 11 0 22 May 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 106 1,577 0 30 Mar 2023
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 348 1,013 0 17 Apr 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 50 153 0 13 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 44 186 0 10 Mar 2021
Physical Representation-based Predicate Optimization for a Visual Analytics Database Michael R. Anderson Michael Cafarella G. Ros T. Wenisch 48 58 0 11 Jun 2018
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 113 271 0 26 Sep 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 277 2,935 0 28 Feb 2010