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Generating Training Data with Language Models: Towards Zero-Shot
  Language Understanding
v1v2 (latest)

Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Neural Information Processing Systems (NeurIPS), 2022
9 February 2022
Yu Meng
Jiaxin Huang
Yu Zhang
Jiawei Han
    SyDa
ArXiv (abs)PDFHTML

Papers citing "Generating Training Data with Language Models: Towards Zero-Shot Language Understanding"

50 / 175 papers shown
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
Lei Li
Renjie Pi
Jipeng Zhang
Jiacheng Ye
Wanjun Zhong
...
Lanqing Hong
J. N. Han
Hang Xu
Zhenguo Li
Lingpeng Kong
ReLMLRMSyDa
355
170
0
18 Dec 2023
Scaling Laws of Synthetic Images for Model Training ... for Now
Scaling Laws of Synthetic Images for Model Training ... for Now
Lijie Fan
Kaifeng Chen
Dilip Krishnan
Dina Katabi
Phillip Isola
Yonglong Tian
CLIPVLM
288
107
0
07 Dec 2023
Blueprinting the Future: Automatic Item Categorization using
  Hierarchical Zero-Shot and Few-Shot Classifiers
Blueprinting the Future: Automatic Item Categorization using Hierarchical Zero-Shot and Few-Shot Classifiers
Ting Wang
Keith Stelter
Jenn Floyd
Thomas OÑeill
Nathaniel Hendrix
A. Bazemore
Kevin Rode
Warren P. Newton
87
3
0
06 Dec 2023
Clustering Pseudo Language Family in Multilingual Translation Models
  with Fisher Information Matrix
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information MatrixConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xinyu Ma
Xuebo Liu
Min Zhang
232
3
0
05 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey
Large Language Models on Graphs: A Comprehensive SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Sara Szymkuć
Gang Liu
Chi Han
Meng Jiang
Heng Ji
Jiawei Han
AI4CE
350
250
0
05 Dec 2023
Training on Synthetic Data Beats Real Data in Multimodal Relation
  Extraction
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction
Zilin Du
Haoxin Li
Xu Guo
Boyang Li
308
3
0
05 Dec 2023
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of
  Video-Language Models
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language ModelsEuropean Conference on Computer Vision (ECCV), 2023
Shicheng Li
Lei Li
Shuhuai Ren
Yuanxin Liu
Yi Liu
Rundong Gao
Xu Sun
Lu Hou
227
49
0
29 Nov 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language
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FreeAL: Towards Human-Free Active Learning in the Era of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Rui Xiao
Yiwen Dong
Junbo Zhao
Runze Wu
Minmin Lin
Gang Chen
Haobo Wang
246
17
0
27 Nov 2023
Large Language Models in Education: Vision and Opportunities
Large Language Models in Education: Vision and OpportunitiesBigData Congress [Services Society] (BSS), 2023
Wensheng Gan
Zhenlian Qi
Jiayang Wu
Chun-Wei Lin
AI4Ed
294
136
0
22 Nov 2023
A Self-enhancement Approach for Domain-specific Chatbot Training via
  Knowledge Mining and Digest
A Self-enhancement Approach for Domain-specific Chatbot Training via Knowledge Mining and Digest
Ruohong Zhang
Luyu Gao
Chen Zheng
Zhen Fan
Guokun Lai
Zheng Zhang
Fangzhou Ai
Yiming Yang
Hongxia Yang
170
3
0
17 Nov 2023
It's All Relative! -- A Synthetic Query Generation Approach for
  Improving Zero-Shot Relevance Prediction
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction
Aditi Chaudhary
K. Raman
Michael Bendersky
229
12
0
14 Nov 2023
DocGen: Generating Detailed Parameter Docstrings in Python
DocGen: Generating Detailed Parameter Docstrings in Python
Vatsal Venkatkrishna
Durga Shree Nagabushanam
Emmanuel Iko-Ojo Simon
M. Vidoni
281
2
0
11 Nov 2023
The Effect of Scaling, Retrieval Augmentation and Form on the Factual
  Consistency of Language Models
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lovisa Hagström
Denitsa Saynova
Tobias Norlund
Moa Johansson
Richard Johansson
KELMHILM
175
12
0
02 Nov 2023
Making Large Language Models Better Data Creators
Making Large Language Models Better Data CreatorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Dong-Ho Lee
Jay Pujara
Mohit Sewak
Ryen W. White
S. Jauhar
ALMSyDa
193
38
0
31 Oct 2023
LLMaAA: Making Large Language Models as Active Annotators
LLMaAA: Making Large Language Models as Active AnnotatorsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ruoyu Zhang
Yanzeng Li
Yongliang Ma
Ming Zhou
Lei Zou
395
110
0
30 Oct 2023
TarGEN: Targeted Data Generation with Large Language Models
TarGEN: Targeted Data Generation with Large Language Models
Himanshu Gupta
Kevin Scaria
Ujjwala Anantheswaran
Shreyas Verma
Mihir Parmar
Saurabh Arjun Sawant
Chitta Baral
Swaroop Mishra
SyDa
284
15
0
27 Oct 2023
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large
  Language Models by Extrapolating Errors from Small Models
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Ruida Wang
Wangchunshu Zhou
Mrinmaya Sachan
252
36
0
20 Oct 2023
Ask Language Model to Clean Your Noisy Translation Data
Ask Language Model to Clean Your Noisy Translation Data
Quinten Bolding
Baohao Liao
Brandon James Denis
Jun Luo
Christof Monz
224
9
0
20 Oct 2023
ChatGPT-guided Semantics for Zero-shot Learning
ChatGPT-guided Semantics for Zero-shot LearningInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2023
Fahimul Hoque Shubho
T. Chowdhury
A. Cheraghian
Morteza Saberi
Nabeel Mohammed
Shafin Rahman
VLM
274
1
0
18 Oct 2023
Synthetic Data Generation with Large Language Models for Text
  Classification: Potential and Limitations
Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhuoyan Li
Hangxiao Zhu
Zhuoran Lu
Ming Yin
SyDa
342
137
0
11 Oct 2023
Ontology Enrichment for Effective Fine-grained Entity Typing
Ontology Enrichment for Effective Fine-grained Entity TypingKnowledge Discovery and Data Mining (KDD), 2023
Si-yuan Ouyang
Jiaxin Huang
Pranav Pillai
Yunyi Zhang
Yu Zhang
Jiawei Han
327
8
0
11 Oct 2023
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning
Ada-Instruct: Adapting Instruction Generators for Complex ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wanyun Cui
Qianle Wang
LRM
246
13
0
06 Oct 2023
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of
  Large Language Models
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models
Jean Kaddour
Qi Liu
SyDa
241
3
0
02 Oct 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets?
  Opportunities and Challenges
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Vinay Samuel
Houda Aynaou
Arijit Ghosh Chowdhury
Karthik Venkat Ramanan
Vasu Sharma
SyDa
280
14
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21 Sep 2023
Natural Language Dataset Generation Framework for Visualizations Powered
  by Large Language Models
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2023
Hyung-Kwon Ko
Hyeon Jeon
Gwanmo Park
Dae Hyun Kim
Nam Wook Kim
Juho Kim
Jinwook Seo
374
31
0
19 Sep 2023
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large
  Language Models
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Hsuan Su
Ting-Yao Hu
H. Koppula
Raviteja Vemulapalli
Jen-Hao Rick Chang
Karren D. Yang
G. Mantena
Oncel Tuzel
SyDa
189
6
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18 Sep 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data
  with Teacher LLMs
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jonas Golde
Patrick Haller
Felix Hamborg
Julian Risch
Alan Akbik
269
12
0
18 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language
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Measuring and Improving Chain-of-Thought Reasoning in Vision-Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yangyi Chen
Karan Sikka
Michael Cogswell
Heng Ji
Ajay Divakaran
LRM
333
42
0
08 Sep 2023
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base
  Question Answering
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2023
Zhenyu Li
Sunqi Fan
Yu Gu
Xiuxing Li
Zhichao Duan
Bo Dong
Ning Liu
Jianyong Wang
338
122
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23 Aug 2023
Weakly Supervised Text Classification on Free Text Comments in
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Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome MeasuresFrontiers in Digital Health (Front. Digit. Health), 2023
Anna-Grace Linton
Vania Dimitrova
A. Downing
Richard Wagland
A. Glaser
169
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11 Aug 2023
Deep Learning-Based Knowledge Injection for Metaphor Detection: A
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Large Language Model as Attributed Training Data Generator: A Tale of
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Yue Yu
Yuchen Zhuang
Jieyu Zhang
Yu Meng
Alexander Ratner
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Jiaming Shen
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306
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28 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think"
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Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-StepAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Liunian Harold Li
Jack Hessel
Youngjae Yu
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277
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24 Jun 2023
Training Multimedia Event Extraction With Generated Images and Captions
Training Multimedia Event Extraction With Generated Images and CaptionsACM Multimedia (ACM MM), 2023
Zilin Du
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FLamE: Few-shot Learning from Natural Language Explanations
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Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs.
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Haowen Liang
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Augmenting Reddit Posts to Determine Wellness Dimensions impacting
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Muskan Garg
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StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual
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Lijie Fan
Phillip Isola
Huiwen Chang
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444
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Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning
Leveraging Training Data in Few-Shot Prompting for Numerical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
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STAR: Boosting Low-Resource Information Extraction by Structure-to-Text
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DetGPT: Detect What You Need via Reasoning
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Generating Data for Symbolic Language with Large Language Models
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Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
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ReGen: Zero-Shot Text Classification via Training Data Generation with
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Controllable Mixed-Initiative Dialogue Generation through Prompting
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Generation-driven Contrastive Self-training for Zero-shot Text
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