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XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples

8 May 2024

Papers citing "XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples"

28 / 28 papers shown

Title
Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples Soumya Suvra Ghosal Vaibhav Singh Akash Ghosh Soumyabrata Pal Subhadip Baidya Sriparna Saha Dinesh Manocha 10 0 0 19 Jun 2025
Enhancing Large Language Models with Neurosymbolic Reasoning for Multilingual Tasks Sina Bagheri Nezhad Ameeta Agrawal LRM 42 0 0 03 Jun 2025
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 163 3 0 29 Jun 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 103 49 0 25 Mar 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 138 70 0 21 Jan 2024
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining Yihong Liu Peiqin Lin Mingyang Wang Hinrich Schütze 71 29 0 15 Nov 2023
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects David Ifeoluwa Adelani Hannah Liu Xiaoyu Shen Nikita Vassilyev Jesujoba Oluwadara Alabi Yanke Mao Haonan Gao Annie En-Shiun Lee ELM 102 80 0 14 Sep 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 522 12,128 0 18 Jul 2023
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 118 58 0 23 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 136 107 0 20 May 2023
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment Eshaan Tanwar Subhabrata Dutta Manish Borthakur Tanmoy Chakraborty 101 57 0 10 May 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 104 19 0 28 Apr 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation Daixuan Cheng Shaohan Huang Junyu Bi Yu-Wei Zhan Jianfeng Liu Yujing Wang Hao Sun Furu Wei Denvy Deng Qi Zhang RALM LRM 88 69 0 15 Mar 2023
Compositional Exemplars for In-context Learning Jiacheng Ye Zhiyong Wu Jiangtao Feng Tao Yu Lingpeng Kong 149 134 0 11 Feb 2023
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 98 45 0 25 Oct 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 262 1,272 0 11 Jul 2022
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 183 190 0 17 Feb 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 96 709 0 16 Dec 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 115 138 0 16 Sep 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 400 1,400 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 435 1,984 0 31 Dec 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.1K 42,651 0 28 May 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 112 1,034 0 21 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 236 978 0 24 Mar 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 127 194 0 10 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,348 0 27 Aug 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 94 235 0 29 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,554 0 11 Oct 2018