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2307.10168
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LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs
10 January 2025
Tongshuang Wu
Haiyi Zhu
Maya Albayrak
Alexis Axon
Amanda Bertsch
Wenxing Deng
Ziqi Ding
B. Guo
Sireesh Gururaja
Tzu-Sheng Kuo
Jenny T Liang
Ryan Liu
Ihita Mandal
Jeremiah Milbauer
Xiaolin Ni
N. Padmanabhan
Subhashini Ramkumar
A. Sudjianto
Jordan Taylor
Ying-Jui Tseng
Patricia Vaidos
Zhijin Wu
Wei Yu Wu
Chenyang Yang
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Papers citing
"LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs"
23 / 23 papers shown
Title
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
Gaole He
Patrick Hemmer
Michael Vossing
Max Schemmer
U. Gadiraju
26
0
0
19 Jan 2025
Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations
Jiyi Li
13
0
0
22 Oct 2024
What Is Wrong with My Model? Identifying Systematic Problems with Semantic Data Slicing
Chenyang Yang
Yining Hong
Grace A. Lewis
Tongshuang Wu
Christian Kastner
19
1
0
14 Sep 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
Toufique Ahmed
Premkumar Devanbu
Christoph Treude
Michael Pradel
54
10
0
10 Aug 2024
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation
Katherine M. Collins
Najoung Kim
Yonatan Bitton
Verena Rieser
Shayegan Omidshafiei
...
Gang Li
Adrian Weller
Junfeng He
Deepak Ramachandran
Krishnamurthy Dvijotham
EGVM
25
0
0
24 Jun 2024
On the Noise Robustness of In-Context Learning for Text Generation
Hongfu Gao
Feipeng Zhang
Wenyu Jiang
Jun Shu
Feng Zheng
Hongxin Wei
36
1
0
27 May 2024
CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge
Yu Ying Chiu
Amirhossein Ajalloeian
Maria Antoniak
Chan Young Park
Shuyue Stella Li
Mehar Bhatia
Sahithya Ravi
Yulia Tsvetkov
Vered Shwartz
Yejin Choi
24
13
0
10 Apr 2024
VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding
Ahmad A Mahmood
Ashmal Vayani
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
LRM
44
7
0
21 Mar 2024
HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents
Sam Yu-Te Lee
Kwan-Liu Ma
14
1
0
05 Mar 2024
If in a Crowdsourced Data Annotation Pipeline, a GPT-4
Zeyu He
Huang Chieh-Yang
C. C. Ding
Shaurya Rohatgi
Ting-Hao 'Kenneth' Huang
14
15
0
26 Feb 2024
Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow
Tao Long
Katy Ilonka Gero
Lydia B. Chilton
11
13
0
15 Feb 2024
Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows
Madeleine Grunde-McLaughlin
Michelle S. Lam
Ranjay Krishna
Daniel S. Weld
Jeffrey Heer
AI4CE
31
11
0
18 Dec 2023
Can GPT-4 Replicate Empirical Software Engineering Research?
Jenny T Liang
Carmen Badea
Christian Bird
R. Deline
Denae Ford
Nicole Forsgren
Thomas Zimmermann
43
8
0
03 Oct 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
Philippe Laban
Jesse Vig
Marti A. Hearst
Caiming Xiong
Chien-Sheng Wu
KELM
15
12
0
27 Sep 2023
Prompting a Large Language Model to Generate Diverse Motivational Messages: A Comparison with Human-Written Messages
Samuel Rhys Cox
Ashraf Abdul
Wei Tsang Ooi
ALM
19
9
0
25 Aug 2023
Revisiting Prompt Engineering via Declarative Crowdsourcing
Aditya G. Parameswaran
Shreya Shankar
Parth Asawa
Naman Jain
Yujie Wang
10
16
0
07 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
197
2,232
0
22 Mar 2023
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
2,712
0
24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
282
3,163
0
21 Mar 2022
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
301
11,730
0
04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
313
8,261
0
28 Jan 2022
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang
Haohan Wang
Diyi Yang
114
130
0
15 Dec 2021
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
273
1,561
0
18 Sep 2019
1