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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...7 Hits 1 – 20 of 129 1 Delving Deeper into Cross-lingual Visual Question Answering ... Liu, Chen; Pfeiffer, Jonas; Korhonen, Anna. - : arXiv, 2022 BASE Show details 2 Combating Temporal Drift in Crisis with Adapted Embeddings ... Stowe, Kevin; Gurevych, Iryna. - : arXiv, 2021 BASE Show details 3 Annotation Curricula to Implicitly Train Non-Expert Annotators ... Lee, Ji-Ung; Klie, Jan-Christoph; Gurevych, Iryna. - : arXiv, 2021 BASE Show details 4 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ... Ribeiro, Leonardo F. R.; Pfeiffer, Jonas; Zhang, Yue. - : arXiv, 2021 BASE Show details 5 xGQA: Cross-Lingual Visual Question Answering ... Pfeiffer, Jonas; Geigle, Gregor; Kamath, Aishwarya. - : arXiv, 2021 BASE Show details 6 BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models ... Thakur, Nandan; Reimers, Nils; Rücklé, Andreas. - : arXiv, 2021 BASE Show details 7 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning ... Utama, Prasetya Ajie; Moosavi, Nafise Sadat; Sanh, Victor. - : arXiv, 2021 BASE Show details 8 Metaphor Generation with Conceptual Mappings ... Stowe, Kevin; Chakrabarty, Tuhin; Peng, Nanyun. - : arXiv, 2021 BASE Show details 9 GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval ... Wang, Kexin; Thakur, Nandan; Reimers, Nils. - : arXiv, 2021 BASE Show details 10 Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Ribeiro, Leonardo,; Zhang, Yue; Gardent, Claire... In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03020314 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2020, 8, ⟨10.1162/tacl_a_00332⟩ (2020) BASE Show details 11 Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation ... Reimers, Nils; Gurevych, Iryna. - : arXiv, 2020 Abstract: We present an easy and efficient method to extend existing sentence embedding models to new languages. This allows to create multilingual versions from previously monolingual models. The training is based on the idea that a translated sentence should be mapped to the same location in the vector space as the original sentence. We use the original (monolingual) model to generate sentence embeddings for the source language and then train a new system on translated sentences to mimic the original model. Compared to other methods for training multilingual sentence embeddings, this approach has several advantages: It is easy to extend existing models with relatively few samples to new languages, it is easier to ensure desired properties for the vector space, and the hardware requirements for training is lower. We demonstrate the effectiveness of our approach for 50+ languages from various language families. Code to extend sentence embeddings models to more than 400 languages is publicly available. ... : Accepted at EMNLP 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2004.09813 https://dx.doi.org/10.48550/arxiv.2004.09813 BASE Hide details 12 How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation ... Eger, Steffen; Daxenberger, Johannes; Gurevych, Iryna. - : arXiv, 2020 BASE Show details 13 MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer ... Pfeiffer, Jonas; Vulić, Ivan; Gurevych, Iryna. - : arXiv, 2020 BASE Show details 14 Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning ... Miller, Tristan; Dinh, Erik-Lân Do; Simpson, Edwin. - : arXiv, 2020 BASE Show details 15 How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ... Rust, Phillip; Pfeiffer, Jonas; Vulić, Ivan. - : arXiv, 2020 BASE Show details 16 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts ... Pfeiffer, Jonas; Vulić, Ivan; Gurevych, Iryna. - : arXiv, 2020 BASE Show details 17 PuzzLing Machines: A Challenge on Learning From Small Data ... Şahin, Gözde Gül; Kementchedjhieva, Yova; Rust, Phillip. - : arXiv, 2020 BASE Show details 18 A Matter of Framing: The Impact of Linguistic Formalism on Probing Results ... Kuznetsov, Ilia; Gurevych, Iryna. - : arXiv, 2020 BASE Show details 19 Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs ... Ribeiro, Leonardo F. R.; Zhang, Yue; Gardent, Claire. - : arXiv, 2020 BASE Show details 20 Empowering Active Learning to Jointly Optimize System and User Demands ... Lee, Ji-Ung; Meyer, Christian M.; Gurevych, Iryna. - : arXiv, 2020 BASE Show details Page: 1 2 3 4 5...7

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