Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for
Code Generation with Lookahead Planning

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

4 October 2024

Qing Sun

Papers citing "Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning"

9 / 9 papers shown

Title
From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation? Wasi Uddin Ahmad Somshubra Majumdar Boris Ginsburg 139 0 0 24 May 2025
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 88 113 0 30 Apr 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 89 33 0 05 Feb 2024
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion Yangruibo Ding Zijian Wang Wasi Uddin Ahmad Hantian Ding Ming Tan ... M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang ELM 82 127 0 17 Oct 2023
Efficient Training of Language Models to Fill in the Middle Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman C. McLeavey Jerry Tworek Mark Chen 56 194 0 28 Jul 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 45 164 0 16 Dec 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 180 1,937 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 205 5,454 0 07 Jul 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 702 41,736 0 28 May 2020