{"total":45,"rows":[{"id":"2110.07602","title":"P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks","created":"2021-10-14","cited_by_count":689,"area":null},{"id":"2305.14857","title":"BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer","created":"2023-05-24","cited_by_count":68,"area":null},{"id":"2404.16816","title":"IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages","created":"2024-04-25","cited_by_count":56,"area":null},{"id":"2201.11732","title":"IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages","created":"2022-01-27","cited_by_count":54,"area":null},{"id":"2109.03630","title":"Discrete and Soft Prompting for Multilingual Models","created":"2021-09-08","cited_by_count":49,"area":null},{"id":"2305.11938","title":"XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages","created":"2023-05-19","cited_by_count":34,"area":null},{"id":"2206.09755","title":"Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold","created":"2022-06-20","cited_by_count":29,"area":null},{"id":"2109.10126","title":"ConvFiT: Conversational Fine-Tuning of Pretrained Language Models","created":"2021-09-21","cited_by_count":25,"area":null},{"id":"2202.11451","title":"Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt","created":"2022-02-23","cited_by_count":25,"area":null},{"id":"2211.08264","title":"QAmeleon: Multilingual QA with Only 5 Examples","created":"2022-11-15","cited_by_count":25,"area":null},{"id":"2112.11031","title":"On Cross-Lingual Retrieval with Multilingual Text Encoders","created":"2021-12-21","cited_by_count":22,"area":null},{"id":"2305.17325","title":"Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution","created":"2023-05-27","cited_by_count":22,"area":null},{"id":"2211.08358","title":"MEAL: Stable and Active Learning for Few-Shot Prompting","created":"2022-11-15","cited_by_count":20,"area":null},{"id":"2304.08823","title":"Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese","created":"2023-04-18","cited_by_count":15,"area":null},{"id":"2312.01082","title":"A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness","created":"2023-12-02","cited_by_count":14,"area":null},{"id":"2310.17639","title":"In-Context Learning Dynamics with Random Binary Sequences","created":"2023-10-26","cited_by_count":13,"area":null},{"id":"2209.12577","title":"Meta-Learning a Cross-lingual Manifold for Semantic Parsing","created":"2022-09-26","cited_by_count":11,"area":null},{"id":"2402.12279","title":"Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks","created":"2024-02-19","cited_by_count":11,"area":null},{"id":"2112.07522","title":"LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework","created":"2021-12-14","cited_by_count":9,"area":null},{"id":"2202.07630","title":"Delving Deeper into Cross-lingual Visual Question Answering","created":"2022-02-15","cited_by_count":8,"area":null},{"id":"2305.16834","title":"Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging","created":"2023-05-26","cited_by_count":8,"area":null},{"id":"2204.13869","title":"Por Qu\\'e N\\~ao Utiliser Alla Spr{\\aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer","created":"2022-04-29","cited_by_count":7,"area":null},{"id":"2210.11359","title":"Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages","created":"2022-10-20","cited_by_count":7,"area":null},{"id":"2311.09404","title":"To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages","created":"2023-11-15","cited_by_count":7,"area":null},{"id":"2205.07874","title":"How to Fine-tune Models with Few Samples: Update, Data Augmentation, and Test-time Augmentation","created":"2022-05-13","cited_by_count":6,"area":null},{"id":"2404.02452","title":"Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations","created":"2024-04-03","cited_by_count":6,"area":null},{"id":"2111.10756","title":"TraVLR: Now You See It, Now You Don't! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning","created":"2021-11-21","cited_by_count":4,"area":null},{"id":"2207.05666","title":"Zero-shot Cross-lingual Transfer is Under-specified Optimization","created":"2022-07-12","cited_by_count":4,"area":null},{"id":"2305.07393","title":"Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation","created":"2023-05-12","cited_by_count":4,"area":null},{"id":"2202.07255","title":"Enhancing Cross-lingual Prompting with Dual Prompt Augmentation","created":"2022-02-15","cited_by_count":3,"area":null},{"id":"2501.06892","title":"Language Fusion for Parameter-Efficient Cross-lingual Transfer","created":"2025-01-12","cited_by_count":3,"area":null},{"id":"2211.05087","title":"Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter","created":"2022-11-09","cited_by_count":2,"area":null},{"id":"2307.04096","title":"Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing","created":"2023-07-09","cited_by_count":2,"area":null},{"id":"2212.05740","title":"Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization","created":"2022-12-12","cited_by_count":1,"area":null},{"id":"2309.06089","title":"Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies","created":"2023-09-12","cited_by_count":1,"area":null},{"id":"2311.02025","title":"Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection","created":"2023-11-03","cited_by_count":1,"area":null},{"id":"2402.12817","title":"On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices","created":"2024-02-20","cited_by_count":1,"area":null},{"id":"2208.01018","title":"Massively Multilingual Lexical Specialization of Multilingual Transformers","created":"2022-08-01","cited_by_count":0,"area":null},{"id":"2301.09908","title":"Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop","created":"2023-01-24","cited_by_count":0,"area":null},{"id":"2305.07016","title":"A General-Purpose Multilingual Document Encoder","created":"2023-05-11","cited_by_count":0,"area":null},{"id":"2305.14081","title":"How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have","created":"2023-05-23","cited_by_count":0,"area":null},{"id":"2310.09917","title":"Empirical study of pretrained multilingual language models for zero-shot cross-lingual knowledge transfer in generation","created":"2023-10-15","cited_by_count":0,"area":null},{"id":"2509.12853","title":"Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data","created":"2025-09-16","cited_by_count":0,"area":null},{"id":"2603.07346","title":"How Much Noise Can BERT Handle? Insights from Multilingual Sentence Difficulty Detection","created":"2026-03-07","cited_by_count":0,"area":null},{"id":"2604.05624","title":"YoNER: A New Yor\\`ub\\'a Multi-domain Named Entity Recognition Dataset","created":"2026-04-07","cited_by_count":0,"area":null}],"next_cursor":null}