LongForm: Effective Instruction Tuning with Reverse Instructions

LongForm: Effective Instruction Tuning with Reverse Instructions

17 April 2023

Abdullatif Köksal

Hinrich Schütze

Papers citing "LongForm: Effective Instruction Tuning with Reverse Instructions"

15 / 15 papers shown

Title
REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback Aniruddha Roy Pretam Ray Abhilash Nandy Somak Aditya Pawan Goyal ALM 34 0 0 10 May 2025
Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation Jagrit Acharya Gouri Ginde 56 0 0 26 Apr 2025
LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm Siwei Wu Yong Li Xingwei Qu Rishi Ravikumar Yunshui Li Tyler Loakman Shanghaoran Quan Xiaoyong Wei Shanghaoran Quan Xiaoyong Wei R. Batista-Navarro Hongpeng Zhou 158 3 0 26 Feb 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation Takyoung Kim Kyungjae Lee Y. Jang Ji Yong Cho Gangwoo Kim Minseok Cho Moontae Lee 156 0 0 28 Jan 2025
Aligning Instruction Tuning with Pre-training Yiming Liang Tianyu Zheng Xinrun Du Ge Zhang Jiaheng Liu ... Zhaoxiang Zhang Wenhao Huang Jiajun Zhang Xiang Yue Jiajun Zhang 88 1 0 16 Jan 2025
Constraint Back-translation Improves Complex Instruction Following of Large Language Models Y. Qi Hao Peng Xinyu Wang Bin Xu Lei Hou Juanzi Li 61 1 0 31 Oct 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 72 4 0 30 Oct 2024
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists Raoyuan Zhao Abdullatif Köksal Yihong Liu Leonie Weissweiler Anna Korhonen Hinrich Schütze SyDa 38 1 0 30 Aug 2024
Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language Model Xinyu Zhou Delong Chen Yudong Chen AuLLM 37 0 0 20 Sep 2023
Reward Collapse in Aligning Large Language Models Ziang Song Tianle Cai Jason D. Lee Weijie J. Su ALM 33 22 0 28 May 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 339 12,003 0 04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 339 0 02 Feb 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
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 282 1,996 0 31 Dec 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 249 0 19 Oct 2020