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CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering

30 January 2025

Papers citing "CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering"

25 / 25 papers shown

Title
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration Zhitao He Sandeep Polisetty Zhiyuan Fan Yuchen Huang Shujin Wu Yi R. LRM 78 2 0 29 May 2025
Traveling Across Languages: Benchmarking Cross-Lingual Consistency in Multimodal LLMs Hao Wang Pinzhi Huang Jihan Yang Saining Xie Daisuke Kawahara 77 0 0 21 May 2025
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward Zhiyuan Fan Yumeng Wang Sandeep Polisetty Yi R. Fung 150 0 0 23 Apr 2025
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu Lin Ai Zizhou Liu Payam Karisani Zheng Hui May Fung Preslav Nakov Julia Hirschberg Heng Ji DiffM 169 5 0 17 Feb 2025
Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks Jiayi He Hehai Lin Q. Wang Yi R. Fung Chenhui Xu ReLM LRM 224 7 0 05 Oct 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 111 26 0 04 Oct 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? Yue Huang Chenrui Fan Yuan Li Siyuan Wu Tianyi Zhou Xiangliang Zhang Lichao Sun 72 7 0 20 Jun 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 148 8 0 18 Apr 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 98 21 0 06 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 102 44 0 01 Apr 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 184 559 0 20 Mar 2024
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization Shuaijie She Wei Zou Shujian Huang Wenhao Zhu Xiang Liu Xiang Geng Jiajun Chen LRM 116 42 0 12 Jan 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning Kung-Hsiang Huang Mingyang Zhou Hou Pong Chan Yi R. Fung Zhenhailong Wang Lingyu Zhang Shih-Fu Chang Chenhui Xu 114 38 0 15 Dec 2023
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations Nuo Chen Zinan Zheng Ning Wu Ming Gong Yangqiu Song Dongmei Zhang Jia Li LRM 89 44 0 31 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 293 783 0 17 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 223 76 0 16 Oct 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 93 75 0 09 Sep 2023
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs Miao Xiong Zhiyuan Hu Xinyang Lu Yifei Li Jie Fu Junxian He Bryan Hooi 241 452 0 22 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 405 4,190 0 29 May 2023
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 231 618 0 20 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 639 4,077 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 746 3,762 0 21 Mar 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 840 10,659 0 17 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 78 63 0 13 Jun 2021
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 146 820 0 28 Sep 2020