Measuring and Improving Consistency in Pretrained Language Models

1 February 2021

Papers citing "Measuring and Improving Consistency in Pretrained Language Models"

7 / 7 papers shown

Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 40 0 0 01 May 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness Junsheng Huang Zhitao He Sandeep Polisetty Q. Wang May Fung KELM 33 0 0 30 Apr 2025
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 51 14 0 17 Aug 2023
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 191 176 0 03 May 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 208 624 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 371 2,216 0 03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 236 553 0 04 Dec 2018