{"list":"other","total":83,"rows":[{"id":"2005.14165","title":"Language Models are Few-Shot Learners","created":"2020-05-28","cited_by_count":32419},{"id":"2203.02155","title":"Training language models to follow instructions with human feedback","created":"2022-03-04","cited_by_count":15971},{"id":"2106.09685","title":"LoRA: Low-Rank Adaptation of Large Language Models","created":"2021-06-17","cited_by_count":14380},{"id":"2303.16634","title":"G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment","created":"2023-03-29","cited_by_count":2276},{"id":"2211.05100","title":"BLOOM: A 176B-Parameter Open-Access Multilingual Language Model","created":"2022-11-09","cited_by_count":1984},{"id":"2010.11934","title":"mT5: A massively multilingual pre-trained text-to-text transformer","created":"2020-10-22","cited_by_count":1818},{"id":"2111.09543","title":"DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing","created":"2021-11-18","cited_by_count":1254},{"id":"1809.05053","title":"XNLI: Evaluating Cross-lingual Sentence Representations","created":"2018-09-13","cited_by_count":915},{"id":"1909.00512","title":"How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings","created":"2019-09-02","cited_by_count":784},{"id":"2003.11080","title":"XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization","created":"2020-03-24","cited_by_count":742},{"id":"2007.01852","title":"Language-agnostic BERT Sentence Embedding","created":"2020-07-03","cited_by_count":627},{"id":"2004.09813","title":"Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation","created":"2020-04-21","cited_by_count":593},{"id":"2010.11125","title":"Beyond English-Centric Multilingual Machine Translation","created":"2020-10-21","cited_by_count":561},{"id":"1710.04087","title":"Word Translation Without Parallel Data","created":"2017-10-11","cited_by_count":487},{"id":"2005.00052","title":"MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer","created":"2020-04-30","cited_by_count":445},{"id":"1812.10464","title":"Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond","created":"2018-12-26","cited_by_count":434},{"id":"1910.07475","title":"MLQA: Evaluating Cross-lingual Extractive Question Answering","created":"2019-10-16","cited_by_count":340},{"id":"2402.07827","title":"Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model","created":"2024-02-12","cited_by_count":295},{"id":"2303.12528","title":"MEGA: Multilingual Evaluation of Generative AI","created":"2023-03-22","cited_by_count":293},{"id":"2402.10588","title":"Do Llamas Work in English? On the Latent Language of Multilingual Transformers","created":"2024-02-16","cited_by_count":281},{"id":"2112.10668","title":"Few-shot Learning with Multilingual Language Models","created":"2021-12-20","cited_by_count":278},{"id":"1908.11828","title":"PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification","created":"2019-08-30","cited_by_count":264},{"id":"1907.12009","title":"Representation Degeneration Problem in Training Natural Language Generation Models","created":"2019-07-28","cited_by_count":255},{"id":"2007.07834","title":"InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training","created":"2020-07-15","cited_by_count":237},{"id":"2402.03927","title":"Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs","created":"2024-02-06","cited_by_count":229},{"id":"2402.17733","title":"Tower: An Open Multilingual Large Language Model for Translation-Related Tasks","created":"2024-02-27","cited_by_count":206},{"id":"2305.13707","title":"Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models","created":"2023-05-23","cited_by_count":192},{"id":"2305.07004","title":"Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting","created":"2023-05-11","cited_by_count":165},{"id":"2204.07580","title":"mGPT: Few-Shot Learners Go Multilingual","created":"2022-04-15","cited_by_count":142},{"id":"2002.03518","title":"Multilingual Alignment of Contextual Word Representations","created":"2020-02-10","cited_by_count":114},{"id":"2010.12821","title":"Rethinking embedding coupling in pre-trained language models","created":"2020-10-24","cited_by_count":103},{"id":"2205.10964","title":"The Geometry of Multilingual Language Model Representations","created":"2022-05-22","cited_by_count":95},{"id":"2301.10472","title":"XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models","created":"2023-01-25","cited_by_count":88},{"id":"2105.00572","title":"Larger-Scale Transformers for Multilingual Masked Language Modeling","created":"2021-05-02","cited_by_count":87},{"id":"2004.05160","title":"On the Language Neutrality of Pre-trained Multilingual Representations","created":"2020-04-09","cited_by_count":85},{"id":"2006.06402","title":"CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP","created":"2020-06-11","cited_by_count":79},{"id":"2106.16138","title":"XLM-E: Cross-lingual Language Model Pre-training via ELECTRA","created":"2021-06-30","cited_by_count":72},{"id":"2305.05940","title":"Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment","created":"2023-05-10","cited_by_count":71},{"id":"2305.14857","title":"BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer","created":"2023-05-24","cited_by_count":68},{"id":"2012.15674","title":"ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora","created":"2020-12-31","cited_by_count":63},{"id":"1805.03620","title":"On the Limitations of Unsupervised Bilingual Dictionary Induction","created":"2018-05-09","cited_by_count":61},{"id":"1902.08564","title":"Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax","created":"2019-02-22","cited_by_count":58},{"id":"2007.15960","title":"On Learning Universal Representations Across Languages","created":"2020-07-31","cited_by_count":58},{"id":"2205.11380","title":"Outliers Dimensions that Disrupt Transformers Are Driven by Frequency","created":"2022-05-23","cited_by_count":55},{"id":"2010.07972","title":"Explicit Alignment Objectives for Multilingual Bidirectional Encoders","created":"2020-10-15","cited_by_count":50},{"id":"2106.13736","title":"DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders","created":"2021-06-25","cited_by_count":50},{"id":"2008.09112","title":"Inducing Language-Agnostic Multilingual Representations","created":"2020-08-20","cited_by_count":48},{"id":"2004.05484","title":"LAReQA: Language-agnostic answer retrieval from a multilingual pool","created":"2020-04-11","cited_by_count":42},{"id":"2106.06381","title":"Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment","created":"2021-06-11","cited_by_count":41},{"id":"2106.08226","title":"Consistency Regularization for Cross-Lingual Fine-Tuning","created":"2021-06-15","cited_by_count":41},{"id":"2311.08711","title":"PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning","created":"2023-11-15","cited_by_count":39},{"id":"2004.04070","title":"Are All Good Word Vector Spaces Isomorphic?","created":"2020-04-08","cited_by_count":37},{"id":"2206.11249","title":"GEMv2: Multilingual NLG Benchmarking in a Single Line of Code","created":"2022-06-22","cited_by_count":36},{"id":"2010.16046","title":"VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation","created":"2020-10-30","cited_by_count":34},{"id":"2311.08089","title":"Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment","created":"2023-11-14","cited_by_count":33},{"id":"2010.12547","title":"Multilingual BERT Post-Pretraining Alignment","created":"2020-10-23","cited_by_count":30},{"id":"2205.04182","title":"Enhancing Cross-lingual Transfer by Manifold Mixup","created":"2022-05-09","cited_by_count":30},{"id":"2009.05166","title":"FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding","created":"2020-09-10","cited_by_count":29},{"id":"2211.06127","title":"English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings","created":"2022-11-11","cited_by_count":26},{"id":"2110.04504","title":"An Isotropy Analysis in the Multilingual BERT Embedding Space","created":"2021-10-09","cited_by_count":25},{"id":"2009.14304","title":"Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study","created":"2020-09-29","cited_by_count":24},{"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},{"id":"2104.08645","title":"Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training","created":"2021-04-17","cited_by_count":21},{"id":"2106.02171","title":"nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?","created":"2021-06-03","cited_by_count":21},{"id":"2010.12566","title":"DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries","created":"2020-10-23","cited_by_count":20},{"id":"1906.05407","title":"Analyzing the Limitations of Cross-lingual Word Embedding Mappings","created":"2019-06-12","cited_by_count":19},{"id":"2110.02887","title":"Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings","created":"2021-10-06","cited_by_count":19},{"id":"2401.05792","title":"Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations","created":"2024-01-11","cited_by_count":19},{"id":"2306.02790","title":"Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers","created":"2023-06-05","cited_by_count":18},{"id":"2210.14867","title":"Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning","created":"2022-10-26","cited_by_count":16},{"id":"2105.02472","title":"XeroAlign: Zero-Shot Cross-lingual Transformer Alignment","created":"2021-05-06","cited_by_count":11},{"id":"2106.02134","title":"Syntax-augmented Multilingual BERT for Cross-lingual Transfer","created":"2021-06-03","cited_by_count":11},{"id":"2210.05033","title":"Multilingual Representation Distillation with Contrastive Learning","created":"2022-10-10","cited_by_count":11},{"id":"2105.10419","title":"Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining","created":"2021-05-21","cited_by_count":9},{"id":"2203.09326","title":"Combining Static and Contextualised Multilingual Embeddings","created":"2022-03-17","cited_by_count":8},{"id":"2211.08547","title":"ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training","created":"2022-11-15","cited_by_count":6},{"id":"2106.01732","title":"Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer","created":"2021-06-03","cited_by_count":5},{"id":"2204.06457","title":"The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer","created":"2022-04-13","cited_by_count":5},{"id":"2104.07642","title":"Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining","created":"2021-04-15","cited_by_count":4},{"id":"2207.09076","title":"Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation","created":"2022-07-19","cited_by_count":4},{"id":"2210.09934","title":"A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning","created":"2022-10-18","cited_by_count":4},{"id":"2306.07610","title":"Soft Language Clustering for Multilingual Model Pre-training","created":"2023-06-13","cited_by_count":4},{"id":"2205.08605","title":"OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval","created":"2022-05-17","cited_by_count":3}],"next_cursor":null}