Abacus: A Cost-Based Optimizer for Semantic Operator Systems

v1v2 (latest)

Abacus: A Cost-Based Optimizer for Semantic Operator Systems

20 May 2025

Sivaprasad Sudhir

Gerardo Vitagliano

Michael Cafarella

ArXiv (abs)PDF HTML

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 121 20 0 23 Sep 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together Dilara Soylu Christopher Potts Omar Khattab 63 14 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 89 42 0 17 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 97 138 0 07 Jun 2024
MileBench: Benchmarking MLLMs in Long Context Dingjie Song Shunian Chen Guiming Hardy Chen Fei Yu Xiang Wan Benyou Wang VLM 147 45 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 305 960 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 102 282 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 100 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 209 1,684 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 431 1,058 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 93 162 0 13 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 65 195 0 10 Mar 2021
Physical Representation-based Predicate Optimization for a Visual Analytics Database Michael R. Anderson Michael Cafarella G. Ros T. Wenisch 89 61 0 11 Jun 2018
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 203 275 0 26 Sep 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 477 2,959 0 28 Feb 2010

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.