Teaching LLMs to Abstain across Languages via Multilingual Feedback

Teaching LLMs to Abstain across Languages via Multilingual Feedback

22 June 2024

Orevaoghene Ahia

Shuyue Stella Li

Vidhisha Balachandran

Sunayana Sitaram

Papers citing "Teaching LLMs to Abstain across Languages via Multilingual Feedback"

16 / 16 papers shown

Title
MKA: Leveraging Cross-Lingual Consensus for Model Abstention Sharad Duwal 36 0 0 31 Mar 2025
Know Your Limits: A Survey of Abstention in Large Language Models Bingbing Wen Jihan Yao Shangbin Feng Chenjun Xu Yulia Tsvetkov Bill Howe Lucy Lu Wang 46 11 0 25 Jul 2024
The Art of Saying No: Contextual Noncompliance in Language Models Faeze Brahman Sachin Kumar Vidhisha Balachandran Pradeep Dasigi Valentina Pyatkin ... Jack Hessel Yulia Tsvetkov Noah A. Smith Yejin Choi Hannaneh Hajishirzi 53 15 0 02 Jul 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly Changjiang Gao Hongda Hu Peng Hu Jiajun Chen Jixing Li Shujian Huang 23 7 0 06 Apr 2024
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 43 6 0 07 Nov 2023
Investigating Uncertainty Calibration of Aligned Language Models under the Multiple-Choice Setting Guande He Peng Cui Jianfei Chen Wenbo Hu Jun Zhu 34 11 0 18 Oct 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 41 42 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 198 75 0 22 May 2023
On the Calibration of Massively Multilingual Language Models Kabir Ahuja Sunayana Sitaram Sandipan Dandapat Monojit Choudhury 32 16 0 21 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 49 59 0 14 Oct 2022
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer A. Ustun Arianna Bisazza G. Bouma Gertjan van Noord Sebastian Ruder 38 32 0 24 May 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
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 38 23 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
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 229 288 0 17 Mar 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 391 2,216 0 03 Sep 2019