{"total":301,"rows":[{"id":"2104.08718","title":"CLIPScore: A Reference-free Evaluation Metric for Image Captioning","created":"2021-04-18","cited_by_count":2424,"area":null},{"id":"2303.17564","title":"BloombergGPT: A Large Language Model for Finance","created":"2023-03-30","cited_by_count":939,"area":null},{"id":"2303.12528","title":"MEGA: Multilingual Evaluation of Generative AI","created":"2023-03-22","cited_by_count":293,"area":null},{"id":"2103.01913","title":"WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning","created":"2021-03-02","cited_by_count":287,"area":null},{"id":"2203.10020","title":"Challenges and Strategies in Cross-Cultural NLP","created":"2022-03-18","cited_by_count":218,"area":null},{"id":"2304.05613","title":"ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning","created":"2023-04-12","cited_by_count":206,"area":null},{"id":"2307.16039","title":"Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback","created":"2023-07-29","cited_by_count":190,"area":"alignment"},{"id":"2205.06266","title":"Lifting the Curse of Multilinguality by Pre-training Modular Transformers","created":"2022-05-12","cited_by_count":146,"area":null},{"id":"2112.10508","title":"Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP","created":"2021-12-20","cited_by_count":132,"area":null},{"id":"2103.06678","title":"The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models","created":"2021-03-11","cited_by_count":119,"area":null},{"id":"2108.13897","title":"mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset","created":"2021-08-31","cited_by_count":116,"area":null},{"id":"2203.07190","title":"CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment","created":"2022-03-14","cited_by_count":113,"area":null},{"id":"2210.03050","title":"State-of-the-art generalisation research in NLP: A taxonomy and review","created":"2022-10-06","cited_by_count":98,"area":null},{"id":"2110.03742","title":"Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference","created":"2021-09-24","cited_by_count":96,"area":"moe"},{"id":"2401.01055","title":"LLaMA Beyond English: An Empirical Study on Language Capability Transfer","created":"2024-01-02","cited_by_count":95,"area":null},{"id":"2106.09248","title":"X-FACT: A New Benchmark Dataset for Multilingual Fact Checking","created":"2021-06-17","cited_by_count":91,"area":null},{"id":"2308.02976","title":"Spanish Pre-trained BERT Model and Evaluation Data","created":"2023-08-06","cited_by_count":81,"area":null},{"id":"2401.01854","title":"Multilingual Instruction Tuning With Just a Pinch of Multilinguality","created":"2024-01-03","cited_by_count":73,"area":null},{"id":"2109.06082","title":"xGQA: Cross-Lingual Visual Question Answering","created":"2021-09-13","cited_by_count":72,"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":"2101.11109","title":"First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT","created":"2021-01-26","cited_by_count":65,"area":null},{"id":"2103.13309","title":"Are Multilingual Models Effective in Code-Switching?","created":"2021-03-24","cited_by_count":56,"area":null},{"id":"2407.15390","title":"ALLaM: Large Language Models for Arabic and English","created":"2024-07-22","cited_by_count":55,"area":null},{"id":"2106.02124","title":"How to Adapt Your Pretrained Multilingual Model to 1600 Languages","created":"2021-06-03","cited_by_count":54,"area":null},{"id":"2104.08726","title":"AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages","created":"2021-04-18","cited_by_count":50,"area":null},{"id":"2305.16768","title":"Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review","created":"2023-05-26","cited_by_count":50,"area":null},{"id":"2107.00676","title":"A Primer on Pretrained Multilingual Language Models","created":"2021-07-01","cited_by_count":49,"area":null},{"id":"2106.16171","title":"Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer","created":"2021-06-30","cited_by_count":47,"area":null},{"id":"2203.09435","title":"Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation","created":"2022-03-17","cited_by_count":44,"area":null},{"id":"2110.14782","title":"When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer","created":"2021-10-27","cited_by_count":42,"area":null},{"id":"2101.11043","title":"Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT","created":"2021-01-26","cited_by_count":41,"area":null},{"id":"2103.08849","title":"Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models","created":"2021-03-16","cited_by_count":41,"area":"mllm"},{"id":"2104.08692","title":"MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs","created":"2021-04-18","cited_by_count":41,"area":null},{"id":"2106.06381","title":"Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment","created":"2021-06-11","cited_by_count":41,"area":null},{"id":"2103.08490","title":"Multi-view Subword Regularization","created":"2021-03-15","cited_by_count":40,"area":null},{"id":"2312.12683","title":"Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?","created":"2023-12-20","cited_by_count":39,"area":null},{"id":"2406.13229","title":"Probing the Emergence of Cross-lingual Alignment during LLM Training","created":"2024-06-19","cited_by_count":39,"area":null},{"id":"2210.12391","title":"MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition","created":"2022-10-22","cited_by_count":38,"area":null},{"id":"2306.07377","title":"Lost in Translation: Large Language Models in Non-English Content Analysis","created":"2023-06-12","cited_by_count":35,"area":null},{"id":"2203.10326","title":"Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models","created":"2022-03-19","cited_by_count":28,"area":null},{"id":"2205.12672","title":"Discovering Language-neutral Sub-networks in Multilingual Language Models","created":"2022-05-25","cited_by_count":28,"area":null},{"id":"2212.10168","title":"Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages","created":"2022-12-20","cited_by_count":28,"area":null},{"id":"2301.13720","title":"Zero-shot cross-lingual transfer language selection using linguistic similarity","created":"2023-01-31","cited_by_count":28,"area":null},{"id":"2410.09223","title":"The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling","created":"2024-10-11","cited_by_count":28,"area":"mechinterp"},{"id":"2306.06688","title":"Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability","created":"2023-06-11","cited_by_count":27,"area":null},{"id":"2203.10753","title":"Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability","created":"2022-03-21","cited_by_count":26,"area":null},{"id":"2204.02363","title":"Towards Best Practices for Training Multilingual Dense Retrieval Models","created":"2022-04-05","cited_by_count":26,"area":null},{"id":"2404.12318","title":"Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment","created":"2024-04-18","cited_by_count":26,"area":"alignment"},{"id":"2406.13236","title":"Data Contamination Can Cross Language Barriers","created":"2024-06-19","cited_by_count":26,"area":null},{"id":"2110.04504","title":"An Isotropy Analysis in the Multilingual BERT Embedding Space","created":"2021-10-09","cited_by_count":25,"area":null},{"id":"2210.15615","title":"ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics","created":"2022-10-27","cited_by_count":25,"area":null},{"id":"2104.08757","title":"Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders","created":"2021-04-18","cited_by_count":24,"area":null},{"id":"2109.10534","title":"Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages","created":"2021-09-22","cited_by_count":24,"area":null},{"id":"2110.08875","title":"Predicting the Performance of Multilingual NLP Models","created":"2021-10-17","cited_by_count":24,"area":null},{"id":"2101.12175","title":"LOME: Large Ontology Multilingual Extraction","created":"2021-01-28","cited_by_count":23,"area":null},{"id":"2103.09593","title":"Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots","created":"2021-03-17","cited_by_count":23,"area":null},{"id":"2410.11718","title":"Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models","created":"2024-10-15","cited_by_count":23,"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":"2402.14700","title":"Unveiling Linguistic Regions in Large Language Models","created":"2024-02-22","cited_by_count":22,"area":null},{"id":"2104.07908","title":"MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning","created":"2021-04-16","cited_by_count":21,"area":null},{"id":"2105.08928","title":"Investigating Math Word Problems using Pretrained Multilingual Language Models","created":"2021-05-19","cited_by_count":21,"area":null},{"id":"2106.09063","title":"Specializing Multilingual Language Models: An Empirical Study","created":"2021-06-16","cited_by_count":21,"area":null},{"id":"2202.12576","title":"A Survey of Multilingual Models for Automatic Speech Recognition","created":"2022-02-25","cited_by_count":21,"area":null},{"id":"2211.16496","title":"TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages","created":"2022-11-29","cited_by_count":21,"area":null},{"id":"2404.12444","title":"mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?","created":"2024-04-18","cited_by_count":21,"area":null},{"id":"2506.09890","title":"The Emergence of Abstract Thought in Large Language Models Beyond Any Language","created":"2025-06-11","cited_by_count":21,"area":"lr"},{"id":"2205.06130","title":"Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models","created":"2022-05-12","cited_by_count":20,"area":null},{"id":"2109.02284","title":"Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training","created":"2021-09-06","cited_by_count":19,"area":null},{"id":"2304.10158","title":"Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages","created":"2023-04-20","cited_by_count":19,"area":null},{"id":"2311.18034","title":"Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings","created":"2023-11-29","cited_by_count":19,"area":null},{"id":"2401.05792","title":"Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations","created":"2024-01-11","cited_by_count":19,"area":null},{"id":"2306.02790","title":"Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers","created":"2023-06-05","cited_by_count":18,"area":null},{"id":"2310.06458","title":"Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features","created":"2023-10-10","cited_by_count":18,"area":null},{"id":"2104.08570","title":"Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems","created":"2021-04-17","cited_by_count":17,"area":null},{"id":"2106.02300","title":"AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER","created":"2021-06-04","cited_by_count":17,"area":null},{"id":"2203.08430","title":"Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure","created":"2022-03-16","cited_by_count":17,"area":null},{"id":"2210.07022","title":"CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation","created":"2022-10-13","cited_by_count":17,"area":null},{"id":"2404.14122","title":"Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?","created":"2024-04-22","cited_by_count":17,"area":null},{"id":"2101.08370","title":"Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval","created":"2021-01-21","cited_by_count":16,"area":null},{"id":"2107.11353","title":"Modelling Latent Translations for Cross-Lingual Transfer","created":"2021-07-23","cited_by_count":16,"area":null},{"id":"2109.06798","title":"Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction","created":"2021-09-14","cited_by_count":16,"area":null},{"id":"2208.07864","title":"BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification","created":"2022-08-16","cited_by_count":16,"area":null},{"id":"2210.12360","title":"Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models","created":"2022-10-22","cited_by_count":16,"area":null},{"id":"2106.00241","title":"Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition","created":"2021-06-01","cited_by_count":15,"area":"distill"},{"id":"2211.02738","title":"Intriguing Properties of Compression on Multilingual Models","created":"2022-11-04","cited_by_count":15,"area":null},{"id":"2304.11434","title":"L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT","created":"2023-04-22","cited_by_count":15,"area":null},{"id":"2305.19589","title":"SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT","created":"2023-05-31","cited_by_count":15,"area":null},{"id":"2104.08639","title":"AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples","created":"2021-04-17","cited_by_count":14,"area":null},{"id":"2205.02023","title":"Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models","created":"2022-05-04","cited_by_count":14,"area":null},{"id":"2205.10517","title":"Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese","created":"2022-05-21","cited_by_count":14,"area":null},{"id":"2210.14328","title":"Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models","created":"2022-10-25","cited_by_count":14,"area":null},{"id":"2305.13286","title":"How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning","created":"2023-05-22","cited_by_count":14,"area":null},{"id":"2308.09073","title":"mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning","created":"2023-08-17","cited_by_count":14,"area":null},{"id":"2403.05189","title":"Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge","created":"2024-03-08","cited_by_count":14,"area":null},{"id":"2406.15948","title":"Teaching LLMs to Abstain across Languages via Multilingual Feedback","created":"2024-06-22","cited_by_count":14,"area":null},{"id":"2101.10368","title":"Meta-Learning for Effective Multi-task and Multilingual Modelling","created":"2021-01-25","cited_by_count":13,"area":null},{"id":"2106.02834","title":"MergeDistill: Merging Pre-trained Language Models using Distillation","created":"2021-06-05","cited_by_count":13,"area":null},{"id":"2201.05601","title":"A Warm Start and a Clean Crawled Corpus -- A Recipe for Good Language Models","created":"2022-01-14","cited_by_count":13,"area":null},{"id":"2105.02855","title":"Adapting Monolingual Models: Data can be Scarce when Language Similarity is High","created":"2021-05-06","cited_by_count":12,"area":null}],"next_cursor":"100"}