Efficient Guided Generation for Large Language Models

19 July 2023

Papers citing "Efficient Guided Generation for Large Language Models"

25 / 25 papers shown

Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
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
AutoPDL: Automatic Prompt Optimization for LLM Agents Claudio Spiess Mandana Vaziri Louis Mandel Martin Hirzel 21 0 0 06 Apr 2025
Towards Lighter and Robust Evaluation for Retrieval Augmented Generation Alex-Razvan Ispas Charles-Elie Simon Fabien Caspani Vincent Guigue RALM 65 0 0 20 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 153 0 0 04 Mar 2025
Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence Bhavik Agarwal Ishan Joshi Viktoria Rojkova AI4TS OffRL LRM 47 1 0 18 Feb 2025
SEAL: Speaker Error Correction using Acoustic-conditioned Large Language Models Anurag Kumar Rohit Paturi Amber Afshan S. Srinivasan 41 0 0 14 Jan 2025
From Language Models over Tokens to Language Models over Characters Tim Vieira Ben LeBrun Mario Giulianelli Juan Luis Gastaldi Brian DuSell John Terilla Timothy J. O'Donnell Ryan Cotterell 73 8 0 04 Dec 2024
pyhgf: A neural network library for predictive coding Nicolas Legrand Lilian A. E. Weber Peter Thestrup Waade Anna Hedvig Møller Daugaard Mojtaba Khodadadi Nace Mikuš C. Mathys AI4CE 23 0 0 11 Oct 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 44 6 0 09 Aug 2024
Open-domain Implicit Format Control for Large Language Model Generation Yiqun Yao Wenjia Ma Xuezhi Fang Xin Jiang Xiang Li Xuying Meng Peng Han Jing Li Aixin Sun Yequan Wang 35 2 0 08 Aug 2024
Adaptable Logical Control for Large Language Models Honghua Zhang Po-Nien Kung Masahiro Yoshida Guy Van den Broeck Nanyun Peng 38 8 0 19 Jun 2024
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts Honghua Dong Qidong Su Yubo Gao Zhaoyu Li Yangjun Ruan Gennady Pekhimenko Chris J. Maddison Xujie Si LLMAG 26 1 0 19 Jun 2024
Multimodal Structured Generation: CVPR's 2nd MMFM Challenge Technical Report Franz Louis Cesista VGen 37 6 0 17 Jun 2024
Code Pretraining Improves Entity Tracking Abilities of Language Models Najoung Kim Sebastian Schuster Shubham Toshniwal 22 13 0 31 May 2024
Retrieval Augmented Structured Generation: Business Document Information Extraction As Tool Use Franz Louis Cesista Rui Aguiar Jason Kim Paolo Acilo 27 3 0 30 May 2024
Priority Sampling of Large Language Models for Compilers Dejan Grubisic Chris Cummins Volker Seeker Hugh Leather 34 6 0 28 Feb 2024
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation Luca Beurer-Kellner Marc Fischer Martin Vechev 36 35 0 07 Feb 2024
DeAL: Decoding-time Alignment for Large Language Models James Y. Huang Sailik Sengupta Daniele Bonadiman Yi-An Lai Arshit Gupta Nikolaos Pappas Saab Mansour Katrin Kirchoff Dan Roth 42 29 0 05 Feb 2024
Wordflow: Social Prompt Engineering for Large Language Models Zijie J. Wang Aishwarya Chakravarthy David Munechika Duen Horng Chau 25 12 0 25 Jan 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
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 33 23 0 25 Oct 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 33 8 0 15 Aug 2023
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 374 0 10 Sep 2021