"We Need Structured Output": Towards User-centered Constraints on Large
Language Model Output

"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output

10 April 2024

Michael Xieyang Liu

Alexander J. Fiannaca

Papers citing ""We Need Structured Output": Towards User-centered Constraints on Large Language Model Output"

18 / 18 papers shown

Title
SLOT: Structuring the Output of Large Language Models Darren Yow-Bang Wang Zhengyuan Shen Soumya Smruti Mishra Zhichao Xu Yifei Teng Haibo Ding LLMAG 30 0 0 06 May 2025
Towards Visual Text Grounding of Multimodal Large Language Model Ming Li Ruiyi Zhang Jian Chen Jiuxiang Gu Yufan Zhou Franck Dernoncourt Wanrong Zhu Tianyi Zhou Tong Sun 30 2 0 07 Apr 2025
Generating Structured Plan Representation of Procedures with LLMs Deepeka Garg Sihan Zeng Sumitra Ganesh Leo Ardon 33 0 0 28 Mar 2025
Detecting and Mitigating DDoS Attacks with AI: A Survey Alexandru Apostu Silviu Florin Gheorghe Andrei Iulian Hiji Nicolae Cleju A. Pătraşcu Cristian Rusu Radu Tudor Ionescu Paul Irofti AAML 36 0 0 22 Mar 2025
ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners Nimisha Karnatak Adrien Baranes Rob Marchant Triona Butler Kristen Olson 73 0 0 09 Mar 2025
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs Rachit Saluja Jacob Rosenthal Yoav Artzi David J. Pisapia B. Liechty M. Sabuncu LM&MA ELM 63 0 0 03 Mar 2025
VeriPlan: Integrating Formal Verification and LLMs into End-User Planning Christine P. Lee David J. Porfirio Xinyu Jessica Wang Kevin Zhao Bilge Mutlu 80 1 0 25 Feb 2025
Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence Bhavik Agarwal Ishan Joshi Viktoria Rojkova AI4TS OffRL LRM 35 1 0 18 Feb 2025
Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Michael Xieyang Liu S. Petridis Vivian Tsai Alexander J. Fiannaca Alex Olwal Michael Terry Carrie J. Cai LRM 37 1 0 28 Jan 2025
Software Performance Engineering for Foundation Model-Powered Software (FMware) Haoxiang Zhang Shi Chang Arthur Leung Kishanthan Thangarajah Boyuan Chen Hanan Lutfiyya Ahmed E. Hassan 60 1 0 14 Nov 2024
The use of GPT-4o and Other Large Language Models for the Improvement and Design of Self-Assessment Scales for Measurement of Interpersonal Communication Skills Goran Bubaš LM&MA LLMAG AI4MH 28 0 0 21 Sep 2024
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models Zhenyu Yin Shang Liu Guangyuan Xu 35 0 0 11 Sep 2024
Automata-based constraints for language model decoding Terry Koo Frederick Liu Luheng He AI4CE 34 16 0 11 Jul 2024
CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics Azmine Toushik Wasi 39 0 0 03 Jul 2024
RuleR: Improving LLM Controllability by Rule-based Data Recycling Ming Li Han Chen Chenguang Wang Dang Nguyen Dianqi Li Tianyi Zhou 26 6 0 22 Jun 2024
In Situ AI Prototyping: Infusing Multimodal Prompts into Mobile Settings with MobileMaker S. Petridis Michael Xieyang Liu Alexander J. Fiannaca Vivian Tsai Michael Terry Carrie J. Cai 43 0 0 06 May 2024
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction Martin Josifoski Marija Sakota Maxime Peyrard Robert West SyDa 56 78 0 07 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022