Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Peiqin, Martins, André F. T., Schütze, Hinrich
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models
by: Lin, Peiqin, et al.
Published: (2023)

A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
by: Lin, Peiqin, et al.
Published: (2024)

MaLA-500: Massive Language Adaptation of Large Language Models
by: Lin, Peiqin, et al.
Published: (2024)

Why Better Cross-Lingual Alignment Fails for Better Cross-Lingual Transfer: Case of Encoders
by: Veitsman, Yana, et al.
Published: (2026)

Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu
by: Pei, Renhao, et al.
Published: (2025)

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
by: Liu, Yihong, et al.
Published: (2023)

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
by: Nie, Ercong, et al.
Published: (2024)

ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language
by: Liu, Yongkang, et al.
Published: (2024)

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks
by: Ma, Bolei, et al.
Published: (2024)

MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment
by: Kargaran, Amir Hossein, et al.
Published: (2024)

GKnow: Measuring the Entanglement of Gender Bias and Factual Gender
by: Veloso, Leonor, et al.
Published: (2026)

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
by: Ma, Chunlan, et al.
Published: (2024)

Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
by: Gao, Changjiang, et al.
Published: (2025)

GLUScope: A Tool for Analyzing GLU Neurons in Transformer Language Models
by: Gerstner, Sebastian, et al.
Published: (2026)

Understanding Gated Neurons in Transformers from Their Input-Output Functionality
by: Gerstner, Sebastian, et al.
Published: (2025)

ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge
by: Taghavi, Zeinab Sadat, et al.
Published: (2025)

Consistent Document-Level Relation Extraction via Counterfactuals
by: Modarressi, Ali, et al.
Published: (2024)

Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena
by: Weissweiler, Leonie, et al.
Published: (2024)

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
by: Xhelili, Orgest, et al.
Published: (2024)

Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
by: Nie, Ercong, et al.
Published: (2025)

Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models
by: Liu, Yihong, et al.
Published: (2026)

The Anatomy of an Edit: Mechanism-Guided Activation Steering for Knowledge Editing
by: Cao, Yuan, et al.
Published: (2026)

CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation
by: Ziegler, Ingo, et al.
Published: (2024)

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models
by: Liu, Yihong, et al.
Published: (2024)

EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
by: Ji, Shaoxiong, et al.
Published: (2024)

Learning to Retrieve In-Context Examples for Large Language Models
by: Wang, Liang, et al.
Published: (2023)

MaskLID: Code-Switching Language Identification through Iterative Masking
by: Kargaran, Amir Hossein, et al.
Published: (2024)

GlotScript: A Resource and Tool for Low Resource Writing System Identification
by: Kargaran, Amir Hossein, et al.
Published: (2023)

Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
by: Michail, Andrianos, et al.
Published: (2025)

Relational Linearity is a Predictor of Hallucinations
by: Lu, Yuetian, et al.
Published: (2026)

Align, Generate, Learn: A Novel Closed-Loop Framework for Cross-Lingual In-Context Learning
by: Rojas, Mateo Alejandro, et al.
Published: (2024)

Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction
by: Rathore, Vipul, et al.
Published: (2025)

Understanding LLM Behavior in Multi-Target Cross-Lingual Summarization
by: Ryu, Sangwon, et al.
Published: (2026)

CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents
by: Valentini, Francisco, et al.
Published: (2025)

Evaluating Large Language Models for Cross-Lingual Retrieval
by: Zuo, Longfei, et al.
Published: (2025)

RARe: Retrieval Augmented Retrieval with In-Context Examples
by: Tejaswi, Atula, et al.
Published: (2024)

Joint Lemmatization and Morphological Tagging with LEMMING
by: Muller, Thomas, et al.
Published: (2024)

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
by: Liu, Yihong, et al.
Published: (2024)

Labeled Morphological Segmentation with Semi-Markov Models
by: Cotterell, Ryan, et al.
Published: (2024)

What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects
by: Blaschke, Verena, et al.
Published: (2024)