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ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework

25 October 2024

Papers citing "ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework"

34 / 34 papers shown

Title
Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data Shiping Yang Jie Wu Wenbiao Ding Ning Wu Shining Liang Ming Gong Hengyuan Zhang Dongmei Zhang AAML 139 7 0 07 Mar 2025
Preference Leakage: A Contamination Problem in LLM-as-a-judge Dawei Li Renliang Sun Yue Huang Ming Zhong Bohan Jiang Jiawei Han Wei Wei Wei Wang Huan Liu 132 29 0 03 Feb 2025
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 258 110 0 25 Nov 2024
Data Contamination Can Cross Language Barriers Feng Yao Yufan Zhuang Zihao Sun Sunan Xu Animesh Kumar Jingbo Shang 79 12 0 19 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 113 6 0 15 Jun 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature Dawei Li Shu Yang Zhen Tan Jae Young Baik Sunkwon Yun ... D. Duong-Tran Ying Ding Huan Liu Li Shen Tianlong Chen 85 40 0 08 May 2024
On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons Takeshi Kojima Itsuki Okimura Yusuke Iwasawa Hitomi Yanaka Yutaka Matsuo MILM LRM 58 39 0 03 Apr 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning Yongqi Tong Dawei Li Sizhe Wang Yujia Wang Fei Teng Jingbo Shang LRM 97 59 0 29 Mar 2024
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models Hengyuan Zhang Zitao Liu Chenming Shang Dawei Li Yong Jiang AI4Ed 105 8 0 12 Mar 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge Xin Zhao Naoki Yoshinaga Daisuke Oba KELM HILM 69 12 0 08 Mar 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Wenlin Yao Lu Cheng Huan Liu SyDa 88 77 0 21 Feb 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning Ashish Agrawal Barah Fazili Preethi Jyothi 58 3 0 03 Feb 2024
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Andrea W Wen-Yi David Mimno 81 16 0 29 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 74 21 0 14 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 100 20 0 07 Nov 2023
Multi-level Contrastive Learning for Script-based Character Understanding Dawei Li Hengyuan Zhang Yanran Li Shiping Yang 102 17 0 20 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 364 12,044 0 18 Jul 2023
PolyLM: An Open Source Polyglot Large Language Model Xiangpeng Wei Hao-Ran Wei Huan Lin Tianhao Li Pei Zhang ... Yu Bowen Dayiheng Liu Baosong Yang Fei Huang Jun Xie LRM 84 61 0 12 Jul 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning Hengyuan Zhang Dawei Li Yanran Li Chenming Shang Chufan Shi Yong Jiang 135 15 0 09 Jun 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution Tianjian Li Kenton W. Murray 88 26 0 27 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 85 177 0 11 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,699 0 15 Mar 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 397 2,392 0 09 Nov 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 244 369 0 06 Oct 2022
Fine-grained Contrastive Learning for Definition Generation Hengyuan Zhang Dawei Li Shiping Yang Yanran Li 89 11 0 02 Oct 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Zhuowen Tu Benjamin Bergen 90 68 0 22 May 2022
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling Cunliang Kong Yujie Wang Ruining Chong Liner Yang Hengyuan Zhang Erhong Yang Yaping Huang 38 8 0 16 Apr 2022
Multitasking Framework for Unsupervised Simple Definition Generation Cunliang Kong Yuxiang Chen Hengyuan Zhang Liner Yang Erhong Yang 78 19 0 24 Mar 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 117 308 0 20 Dec 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 73 141 0 01 Feb 2021
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 142 2,559 0 22 Oct 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 82 326 0 01 May 2020
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 84 1,388 0 13 Sep 2018