Genie: Achieving Human Parity in Content-Grounded Datasets Generation

25 January 2024

Papers citing "Genie: Achieving Human Parity in Content-Grounded Datasets Generation"

22 / 22 papers shown

Title
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 87 2 0 29 Nov 2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 35 0 0 13 Nov 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision Philipp Christmann Svitlana Vakulenko Ionut Teodor Sorodoc Bill Byrne Adria de Gispert RALM 19 0 0 11 Oct 2024
Importance Weighting Can Help Large Language Models Self-Improve Chunyang Jiang Chi-min Chan Wei Xue Qifeng Liu Yike Guo 22 3 0 19 Aug 2024
I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm Yiming Liang Ge Zhang Xingwei Qu Tianyu Zheng Jiawei Guo ... Jiaheng Liu Chenghua Lin Lei Ma Wenhao Huang Jiajun Zhang ALM 43 5 0 15 Aug 2024
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only He Zhu Junyou Su Tianle Lun Yicheng Tao Wenjia Zhang Zipei Fan Guanhua Chen ALM 23 2 0 02 Aug 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 66 4 0 08 Jul 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners Daixuan Cheng Yuxian Gu Shaohan Huang Junyu Bi Minlie Huang Furu Wei SyDa 51 20 0 20 Jun 2024
Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression Zilun Zhang Yutao Sun Tiancheng Zhao Leigang Sha Ruochen Xu Kyusong Lee Jianwei Yin CLL KELM 46 0 0 17 Jun 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation Abhishek Divekar Greg Durrett 26 5 0 16 May 2024
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Yoonsang Lee Xi Ye Eunsol Choi 38 5 0 18 Apr 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation Nihal V. Nayak Yiyang Nan Avi Trost Stephen H. Bach SyDa 30 13 0 28 Feb 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons Zheng-Xin Yong Cristina Menghini Stephen H. Bach 33 3 0 21 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 Feb 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation Demin Song Honglin Guo Yunhua Zhou Shuhao Xing Yudong Wang ... Wenwei Zhang Qipeng Guo Hang Yan Xipeng Qiu Dahua Lin SyDa 50 6 0 20 Feb 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas HILM SyDa 32 16 0 16 Jan 2024
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge Yasumasa Onoe Michael J.Q. Zhang Shankar Padmanabhan Greg Durrett Eunsol Choi KELM 201 73 0 02 May 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search Yonatan Bitton Shlomi Cohen-Ganor Ido Hakimi Yoad Lewenberg Roee Aharoni Enav Weinreb 44 4 0 27 Apr 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 11,730 0 04 Mar 2022
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Lavinia Dunagan Jacob Morrison Alexander R. Fabbri Yejin Choi Noah A. Smith 49 39 0 08 Dec 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 185 79 0 30 Apr 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015