Validating Large Language Models with ReLM

21 November 2022

Papers citing "Validating Large Language Models with ReLM"

23 / 23 papers shown

Title
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling Benjamin Lipkin Benjamin LeBrun Jacob Hoover Vigly João Loula David R. MacIver ... Ryan Cotterell Vikash K. Mansinghka Timothy J. O'Donnell Alexander K. Lew Tim Vieira 24 0 0 07 Apr 2025
Automated Consistency Analysis of LLMs Aditya Patwardhan Vivek Vaidya Ashish Kundu 53 0 0 10 Feb 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Gopi Krishnan Rajbahadur G. Oliva Dayi Lin Ahmed E. Hassan 41 1 0 28 Jan 2025
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI Katherine A. Rosenfeld Maike Sonnewald Sonia J. Jindal Kevin A. McCarthy Joshua L. Proctor 24 0 0 27 Jun 2024
Evaluation of Large Language Models: STEM education and Gender Stereotypes Smilla Due Sneha Das Marianne Andersen Berta Plandolit López Sniff Andersen Nexø Line Clemmensen 34 1 0 14 Jun 2024
Analyzing constrained LLM through PDFA-learning Matías Carrasco Franz Mayr S. Yovine Johny Kidd Martín Iturbide Juan da Silva Alejo Garat 13 0 0 12 Jun 2024
Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution Yechen Xu Xinhao Kong Tingjun Chen Danyang Zhuo LLMAG 25 2 0 29 May 2024
A Declarative System for Optimizing AI Workloads Chunwei Liu Matthew Russo Michael Cafarella Lei Cao Peter Baille Chen Zui Chen Michael Franklin Tim Kraska Samuel Madden Gerardo Vitagliano 34 20 0 23 May 2024
Text Quality-Based Pruning for Efficient Training of Language Models Vasu Sharma Karthik Padthe Newsha Ardalani Kushal Tirumala Russell Howes ... Po-Yao Huang Shang-Wen Li Armen Aghajanyan Gargi Ghosh Luke Zettlemoyer 44 5 0 26 Apr 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 68 6 0 23 Apr 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 65 24 0 19 Mar 2024
Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text Sara Abdali Richard Anarfi C. Barberan Jia He DeLMO 24 10 0 09 Mar 2024
SGLang: Efficient Execution of Structured Language Model Programs Lianmin Zheng Liangsheng Yin Zhiqiang Xie Chuyue Sun Jeff Huang ... Christos Kozyrakis Ion Stoica Joseph E. Gonzalez Clark W. Barrett Ying Sheng LRM 29 110 0 12 Dec 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 27 3 0 22 Oct 2023
Efficient Guided Generation for Large Language Models Brandon T. Willard Rémi Louf 8 29 0 19 Jul 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 248 1,986 0 31 Dec 2020
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,916 0 31 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,808 0 14 Dec 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 151 84 0 04 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 52 64 0 04 May 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,586 0 21 Jan 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 616 0 03 Sep 2019