How Far Can We Extract Diverse Perspectives from Large Language Models?

How Far Can We Extract Diverse Perspectives from Large Language Models?

16 November 2023

Shirley Anugrah Hayati

Dheeraj Rajagopal

Papers citing "How Far Can We Extract Diverse Perspectives from Large Language Models?"

16 / 16 papers shown

Title
From Distributional to Overton Pluralism: Investigating Large Language Model Alignment Thom Lake Eunsol Choi Greg Durrett 89 12 0 25 Jun 2024
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting Preethi Lahoti Nicholas Blumm Xiao Ma Raghavendra Kotikalapudi Sahitya Potluri ... Hansa Srinivasan Ben Packer Ahmad Beirami Alex Beutel Jilin Chen 78 31 0 25 Oct 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness Ján Cegin Jakub Simko Peter Brusilovsky 60 46 0 22 May 2023
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability Mario Giulianelli Joris Baan Wilker Aziz Raquel Fernández Barbara Plank UQLM 52 31 0 19 May 2023
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 108 372 0 19 Dec 2022
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets Ann Yuan Daphne Ippolito Vitaly Nikolaev Chris Callison-Burch Andy Coenen Sebastian Gehrmann SyDa 160 21 0 11 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 206 488 0 29 Oct 2021
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica Shirley Anugrah Hayati Dongyeop Kang Lyle Ungar 56 33 0 06 Sep 2021
True Few-Shot Learning with Language Models Ethan Perez Douwe Kiela Kyunghyun Cho 123 437 0 24 May 2021
Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondrej Dusek Zdeněk Kasner 59 67 0 21 Nov 2020
Social Chemistry 101: Learning to Reason about Social and Moral Norms Maxwell Forbes Jena D. Hwang Vered Shwartz Maarten Sap Yejin Choi 52 267 0 01 Nov 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 107 847 0 20 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language Generation Guy Tevet Jonathan Berant 74 99 0 06 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 321 5,801 0 21 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 66 223 0 04 Apr 2019