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2410.12954
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A Note on Shumailov et al. (2024): `AI Models Collapse When Trained on Recursively Generated Data'
16 October 2024
Ali Borji
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Papers citing
"A Note on Shumailov et al. (2024): `AI Models Collapse When Trained on Recursively Generated Data'"
25 / 25 papers shown
Title
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord
E. Karthik
Sandrine Bédard
J. Valošek
Christoph S. Aigner
E. Bannier
...
Zachary Vavasour
Dimitri Van De Ville
Kenneth A. Weber II
Sarath Chandar
Julien Cohen-Adad
24
0
0
02 May 2025
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations
Laura Dietz
Oleg Zendel
P. Bailey
Charles L. A. Clarke
Ellese Cotterill
Jeff Dalton
Faegheh Hasibi
Mark Sanderson
Nick Craswell
ELM
50
0
0
27 Apr 2025
Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent
Yi Xu
Weicong Qin
Weijie Yu
Ming He
Jianping Fan
Jun Xu
26
0
0
06 Apr 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
Hojun Cho
Donghu Kim
Soyoung Yang
Chan Lee
Hunjoo Lee
Jaegul Choo
56
1
0
22 Mar 2025
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
Anshumann
Mohd Abbas Zaidi
Akhil Kedia
Jinwoo Ahn
Taehwak Kwon
Kangwook Lee
Haejun Lee
Joohyung Lee
FedML
194
1
0
21 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval
Xuan Lu
Sifan Liu
Bochao Yin
Y. K. Li
Xinghao Chen
Hui Su
Yaohui Jin
Wenjun Zeng
Xiaoyu Shen
74
0
0
13 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making
Yitong Luo
Hou Hei Lam
Ziang Chen
Zhenliang Zhang
Xue Feng
72
0
0
06 Mar 2025
Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments
Hanyu Duan
Yi Yang
Ahmed Abbasi
Kar Yan Tam
OOD
97
0
0
05 Mar 2025
Machine-generated text detection prevents language model collapse
George Drayson
Emine Yilmaz
Vasileios Lampos
DeLMO
62
0
0
21 Feb 2025
Does Training on Synthetic Data Make Models Less Robust?
Lingze Zhang
Ellie Pavlick
SyDa
89
0
0
11 Feb 2025
Economics of Sourcing Human Data
Sebastin Santy
Prasanta Bhattacharya
Manoel Horta Ribeiro
Kelsey Allen
Sewoong Oh
74
0
0
11 Feb 2025
Do we really have to filter out random noise in pre-training data for language models?
Jinghan Ru
Yuxin Xie
Xianwei Zhuang
Yuguo Yin
Zhihui Guo
Zhiming Liu
Qianli Ren
Yuexian Zou
83
4
0
10 Feb 2025
Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop
Ekaterina Artemova
Akim Tsvigun
Dominik Schlechtweg
Natalia Fedorova
Konstantin Chernyshev
Sergei Tilga
Boris Obmoroshev
SyDa
VLM
148
0
0
28 Jan 2025
Controllable Protein Sequence Generation with LLM Preference Optimization
Xiangyu Liu
Yi Liu
Silei Chen
Wei Hu
36
0
0
28 Jan 2025
Spatial Information Integration in Small Language Models for Document Layout Generation and Classification
Pablo Melendez
Clemens Havas
36
0
0
09 Jan 2025
One world, one opinion? The superstar effect in LLM responses
Sofie Goethals
L. Rhue
83
0
0
13 Dec 2024
Does Few-Shot Learning Help LLM Performance in Code Synthesis?
Derek Xu
Tong Xie
Botao Xia
Haoyu Li
Yunsheng Bai
Yizhou Sun
Wei Wang
71
0
0
03 Dec 2024
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity
Sonia K. Murthy
Tomer Ullman
Jennifer Hu
ALM
43
11
0
07 Nov 2024
Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs
Yanzhu Guo
Simone Conia
Zelin Zhou
Min Li
Saloni Potdar
Henry Xiao
40
1
0
21 Oct 2024
Bias Amplification: Large Language Models as Increasingly Biased Media
Ze Wang
Zekun Wu
Jeremy Zhang
Navya Jain
Xin Guan
Skylar Lu
Saloni Gupta
Adriano Soares Koshiyama
39
0
0
19 Oct 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items
Melissa Roemmele
Andrew S. Gordon
35
1
0
18 Oct 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits
Tuhin Chakrabarty
Philippe Laban
C. Wu
52
8
0
22 Sep 2024
The Impact of Large Language Models in Academia: from Writing to Speaking
Mingmeng Geng
Caixi Chen
Yanru Wu
Dongping Chen
Yao Wan
Pan Zhou
30
7
0
20 Sep 2024
Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models
Ziche Liu
Rui Ke
Feng Jiang
Feng Jiang
Haizhou Li
69
1
0
20 Jun 2024
Morescient GAI for Software Engineering
Marcus Kessel
Colin Atkinson
SyDa
41
3
0
07 Jun 2024
1