CaLM: Contrasting Large and Small Language Models to Verify Grounded
Generation

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation

8 June 2024

Long T. Le

Lesly Miculicich

Nanyun Peng

Papers citing "CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation"

8 / 8 papers shown

Title
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction Harsh Maheshwari Srikanth Tenneti Alwarappan Nakkiran 3DV 29 0 0 22 Apr 2025
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification Junnan Zhu Min Xiao Yining Wang Feifei Zhai Yu Zhou Chengqing Zong 55 0 0 19 Mar 2025
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 29 6 0 17 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 54 23 0 10 Sep 2024
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 138 151 0 31 Dec 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 297 3,163 0 21 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 220 204 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