PEARL: Personalizing Large Language Model Writing Assistants with
Generation-Calibrated Retrievers

PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

15 November 2023

Sheshera Mysore

Emmanuel Barajas Gonzalez

Jennifer Neville

Papers citing "PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers"

12 / 12 papers shown

Title
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 53 1 0 21 Feb 2025
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang Haotian Sun Yue Yu Rushi Qiang Qifan Wang Chao Zhang Bo Dai AAML 31 14 0 05 Jun 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 64 36 0 23 Apr 2024
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models Yukyung Lee Soonwon Ka Bokyung Son Pilsung Kang Jaewook Kang LLMAG 42 6 0 22 Apr 2024
GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency Catherine Yeh Gonzalo A. Ramos Rachel Ng Andy Huntington Richard Banks LLMAG 40 16 0 13 Feb 2024
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 11 3 0 27 Apr 2023
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 189 22 0 28 Oct 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization Nishant Yadav Nicholas Monath Rico Angell Manzil Zaheer Andrew McCallum 44 10 0 23 Oct 2022
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 197 160 0 05 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 53 247 0 29 Sep 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts Sonia K. Murthy Kyle Lo Daniel King Chandra Bhagavatula Bailey Kuehl Sophie Johnson Jon Borchardt Daniel S. Weld Tom Hope Doug Downey 18 12 0 14 May 2022
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 97 170 0 14 Oct 2021