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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 Hits 1 – 20 of 56 1 Improving Word Translation via Two-Stage Contrastive Learning ... Li, Yaoyiran; Liu, Fangyu; Collier, Nigel; Korhonen, Anna; Vulić, Ivan. - : arXiv, 2022 Abstract: Word translation or bilingual lexicon induction (BLI) is a key cross-lingual task, aiming to bridge the lexical gap between different languages. In this work, we propose a robust and effective two-stage contrastive learning framework for the BLI task. At Stage C1, we propose to refine standard cross-lingual linear maps between static word embeddings (WEs) via a contrastive learning objective; we also show how to integrate it into the self-learning procedure for even more refined cross-lingual maps. In Stage C2, we conduct BLI-oriented contrastive fine-tuning of mBERT, unlocking its word translation capability. We also show that static WEs induced from the `C2-tuned' mBERT complement static WEs from Stage C1. Comprehensive experiments on standard BLI datasets for diverse languages and different experimental setups demonstrate substantial gains achieved by our framework. While the BLI method from Stage C1 already yields substantial gains over all state-of-the-art BLI methods in our comparison, even stronger ... : ACL 2022 Main ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR; Machine Learning cs.LG URL: https://arxiv.org/abs/2203.08307 https://dx.doi.org/10.48550/arxiv.2203.08307 BASE Hide details 2 Plan-then-Generate: Controlled Data-to-Text Generation via Planning ... Su, Yixuan; Vandyke, David; Wang, Sihui. - : arXiv, 2021 BASE Show details 3 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ... Zhou, Wenxuan; Liu, Fangyu; Vulić, Ivan. - : arXiv, 2021 BASE Show details 4 Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ... Liu, Fangyu; Vulić, Ivan; Korhonen, Anna. - : arXiv, 2021 BASE Show details 5 MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models ... Liu, Qianchu; Liu, Fangyu; Collier, Nigel. - : arXiv, 2021 BASE Show details 6 Visually Grounded Reasoning across Languages and Cultures ... Liu, Fangyu; Bugliarello, Emanuele; Ponti, Edoardo Maria. - : arXiv, 2021 BASE Show details 7 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders ... Liu, Fangyu; Vulić, Ivan; Korhonen, Anna. - : arXiv, 2021 BASE Show details 8 Observation of new excited ${B} ^0_{s} $ states Aaij, Roel; Abellán Beteta, Carlos; Ackernley, Thomas. - 2020 BASE Show details 9 Measurement of $W^{\pm}$-boson and $Z$-boson production cross-sections in $pp$ collisions at $\sqrt{s}=2.76$ TeV with the ATLAS detector Aad, Georges; Abbott, Brad; Abbott, Dale Charles. - 2019 BASE Show details 10 A framework for streamlined statistical prediction using topic models ... Glenny, Vanessa; Tuke, Jonathan; Bean, Nigel. - : arXiv, 2019 BASE Show details 11 Fraud detection in telephone conversations for financial services using linguistic features ... Bajaj, Nikesh; Constance, Tracy Goodluck; Rajwadi, Marvin. - : arXiv, 2019 BASE Show details 12 Which Other Race Effect?: Cross linguistic and Cross modal Asymmetries in Perceptual Narrowing ... Duffield, Nigel. - : Unpublished, 2018 BASE Show details 13 A Pragmatic Guide to Geoparsing Evaluation ... Gritta, Milan; Pilehvar, Mohammad Taher; Collier, Nigel. - : arXiv, 2018 BASE Show details 14 Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces ... Prokhorov, Victor; Pilehvar, Mohammad Taher; Kartsaklis, Dimitri. - : arXiv, 2018 BASE Show details 15 Factors affecting the motivation of EFL instructors living in South Korea to learn Korean Gearing, Nigel. - : Sydney, Australia : Macquarie University, 2018 BASE Show details 16 Research data supporting "Vancouver Welcomes You! Minimalist Location Metonymy Resolution" ... Gritta, Milan; Collier, Nigel; Limsopatham, N. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 17 Learning Rare Word Representations using Semantic Bridging ... Prokhorov, Victor; Pilehvar, Mohammad Taher; Kartsaklis, Dimitri. - : arXiv, 2017 BASE Show details 18 Poetic Parallelism and Working Memory Fabb, Nigel. - 2017 BASE Show details 19 Observation of $B^0_s\to\bar{D}^0 K^0_S$ and evidence for $B^0_s\to\bar{D}^{*0} K^0_S$ decays Aaij, Roel; Abellán Beteta, Carlos; Adeva, Bernardo. - 2016 BASE Show details 20 Translation of Book I of the "Chronicle of the Notable and Royal University of the City of Mexico and New Spain", with critical notes ... Ryan, Sylvia Nigel. - : University of Southern California Digital Library (USC.DL), 2015 BASE Show details Page: 1 2 3

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