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2306.04140
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Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions
7 June 2023
John Joon Young Chung
Ece Kamar
Saleema Amershi
ALM
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Papers citing
"Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions"
20 / 20 papers shown
Title
Exploring and Controlling Diversity in LLM-Agent Conversation
Kuanchao Chu
Yi-Pei Chen
Hideki Nakayama
LLMAG
50
1
0
24 Feb 2025
Measuring Diversity in Synthetic Datasets
Yuchang Zhu
Huizhe Zhang
Bingzhe Wu
Jintang Li
Zibin Zheng
Peilin Zhao
Liang Chen
Yatao Bian
100
0
0
12 Feb 2025
Diverse Preference Optimization
Jack Lanchantin
Angelica Chen
S. Dhuliawala
Ping Yu
Jason Weston
Sainbayar Sukhbaatar
Ilia Kulikov
100
4
0
30 Jan 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
Ran Xu
Hejie Cui
Yue Yu
Xuan Kan
Wenqi Shi
Yuchen Zhuang
Wei Jin
Joyce C. Ho
Carl Yang
69
14
0
28 Jan 2025
Aligning Instruction Tuning with Pre-training
Yiming Liang
Tianyu Zheng
Xinrun Du
Ge Zhang
Qingbin Liu
...
Zhaoxiang Zhang
Wenhao Huang
Jiajun Zhang
Xiang Yue
Jiajun Zhang
96
1
0
16 Jan 2025
Self-calibration for Language Model Quantization and Pruning
Miles Williams
G. Chrysostomou
Nikolaos Aletras
MQ
195
0
0
22 Oct 2024
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models
Patrick Amadeus Irawan
Genta Indra Winata
Samuel Cahyawijaya
Ayu Purwarianti
34
0
0
23 Sep 2024
Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories
Hikaru Asano
Ryo Yonetani
Taiki Sekii
Hiroki Ouchi
77
0
0
19 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey
Lihu Chen
Gaël Varoquaux
ALM
63
23
0
10 Sep 2024
Temporal Knowledge Graph Question Answering: A Survey
Miao Su
Zixuan Li
Zhuo Chen
Long Bai
Xiaolong Jin
Jiafeng Guo
58
2
0
20 Jun 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
Zhuowan Li
Bhavan A. Jasani
Peng Tang
Shabnam Ghadar
LRM
39
8
0
25 Mar 2024
Embodied Understanding of Driving Scenarios
Yunsong Zhou
Linyan Huang
Qingwen Bu
Jia Zeng
Tianyu Li
Hang Qiu
Hongzi Zhu
Minyi Guo
Yu Qiao
Hongyang Li
LM&Ro
62
31
0
07 Mar 2024
LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine
Erblin Isaku
Christoph Laaber
Hassan Sartaj
Shaukat Ali
T. Schwitalla
J. F. Nygård
52
2
0
16 Feb 2024
Quantifying Similarity: Text-Mining Approaches to Evaluate ChatGPT and Google Bard Content in Relation to BioMedical Literature
Jakub Klimczak
Ahmed Abdeen Hamed
28
1
0
19 Jan 2024
How Far Can We Extract Diverse Perspectives from Large Language Models?
Shirley Anugrah Hayati
Minhwa Lee
Dheeraj Rajagopal
Dongyeop Kang
40
10
0
16 Nov 2023
Ask Language Model to Clean Your Noisy Translation Data
Quinten Bolding
Baohao Liao
Brandon James Denis
Jun Luo
Christof Monz
35
5
0
20 Oct 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI
Mahyar Abbasian
Elahe Khatibi
Iman Azimi
David Oniani
Zahra Shakeri Hossein Abad
...
Bryant Lin
Olivier Gevaert
Li-Jia Li
Ramesh C. Jain
Amir M. Rahmani
LM&MA
ELM
AI4MH
43
66
0
21 Sep 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation
Charles OÑeill
Y. Ting 丁
I. Ciucă
Jack Miller
Thang Bui
SyDa
39
1
0
15 Aug 2023
Discovering and Validating AI Errors With Crowdsourced Failure Reports
Ángel Alexander Cabrera
Abraham J. Druck
Jason I. Hong
Adam Perer
HAI
68
54
0
23 Sep 2021
Data Augmentation using Pre-trained Transformer Models
Varun Kumar
Ashutosh Choudhary
Eunah Cho
VLM
216
348
0
04 Mar 2020
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