Factual Consistency of Multilingual Pretrained Language Models

22 March 2022

Papers citing "Factual Consistency of Multilingual Pretrained Language Models"

17 / 17 papers shown

Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 69 0 0 01 May 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 56 0 0 01 Apr 2025
Improving Consistency in Large Language Models through Chain of Guidance Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar LLMAG LRM 54 3 0 21 Feb 2025
Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs Weixuan Wang Barry Haddow Wei Peng Alexandra Birch MILM 28 9 0 13 Jun 2024
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations Jiatong Li Renjun Hu Kunzhe Huang Zhuang Yan Qi Liu Mengxiao Zhu Xing Shi Wei Lin KELM 36 4 0 30 May 2024
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization G. Chrysostomou Zhixue Zhao Miles Williams Nikolaos Aletras HILM 19 10 0 15 Nov 2023
CreoleVal: Multilingual Multitask Benchmarks for Creoles Heather Lent Kushal Tatariya Raj Dabre Yiyi Chen Marcell Richard Fekete ... Miryam de Lhoneux Daniel Hershcovich Michel DeGraff Anders Sogaard Johannes Bjerva SLR 33 9 0 30 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 19 59 0 16 Oct 2023
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 102 14 0 17 Aug 2023
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models Amr Keleg Walid Magdy KELM HILM 9 10 0 08 Jun 2023
Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs Angelica Chen Jason Phang Alicia Parrish Vishakh Padmakumar Chen Zhao Sam Bowman Kyunghyun Cho ReLM LRM 17 28 0 23 May 2023
Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study Yong Cao Li Zhou Seolhwa Lee Laura Cabello Min Chen Daniel Hershcovich 20 161 0 30 Mar 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 11 15 0 23 Feb 2023
Measuring Reliability of Large Language Models through Semantic Consistency Harsh Raj Domenic Rosati S. Majumdar HILM 16 30 0 10 Nov 2022
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 228 64 0 29 Sep 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 258 343 0 01 Feb 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019