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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 Hits 1 – 20 of 20 1 Bootstrapping Multilingual AMR with Contextual Word Alignments ... Sheth, Janaki; Lee, Young-Suk; Astudillo, Ramon Fernandez. - : arXiv, 2021 BASE Show details 2 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Ferritto, Anthony; Florian, Radu; Ji, Heng; Sil, Avirup; Wen, Haoyang. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-short.131 Abstract: Existing models on Machine Reading Comprehension (MRC) require complex model architecture for effectively modeling long texts with paragraph representation and classification, thereby making inference computationally inefficient for production use. In this work, we propose VAULT: a light-weight and parallel-efficient paragraph representation for MRC based on contextualized representation from long document input, trained using a new Gaussian distribution-based objective that pays close attention to the partially correct instances that are close to the ground-truth. We validate our VAULT architecture showing experimental results on two benchmark MRC datasets that require long context modeling; one Wikipedia-based (Natural Questions (NQ)) and the other on TechNotes (TechQA). VAULT can achieve comparable performance on NQ with a state-of-the-art (SOTA) complex document modeling approach while being 16 times faster, demonstrating the ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://underline.io/lecture/25746-vault-variable-unified-long-text-representation-for-machine-reading-comprehension https://dx.doi.org/10.48448/8adt-3533 BASE Hide details 3 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Astudillo, Ramón Fernandez; Florian, Radu. - : Underline Science Inc., 2021 BASE Show details 4 Multilingual Transfer Learning for QA Using Translation as Data Augmentation ... Bornea, Mihaela; Pan, Lin; Rosenthal, Sara. - : arXiv, 2020 BASE Show details 5 GPT-too: A language-model-first approach for AMR-to-text generation ... Mager, Manuel; Astudillo, Ramon Fernandez; Naseem, Tahira. - : arXiv, 2020 BASE Show details 6 A Multilingual Reading Comprehension System for more than 100 Languages ... The 28th International Conference on Computational Linguistics 2020; Bornea, Mihaela; Chakravarti, Rishav. - : Underline Science Inc., 2020 BASE Show details 7 Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping ... Ni, Jian; Florian, Radu. - : arXiv, 2019 BASE Show details 8 Towards Lingua Franca Named Entity Recognition with BERT ... Moon, Taesun; Awasthy, Parul; Ni, Jian. - : arXiv, 2019 BASE Show details 9 Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking ... Kundu, Gourab; Sil, Avirup; Florian, Radu. - : arXiv, 2018 BASE Show details 10 Neural Cross-Lingual Entity Linking ... Sil, Avirup; Kundu, Gourab; Florian, Radu. - : arXiv, 2017 BASE Show details 11 One for All: Towards Language Independent Named Entity Linking ... Sil, Avirup; Florian, Radu. - : arXiv, 2017 BASE Show details 12 Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection ... Ni, Jian; Dinu, Georgiana; Florian, Radu. - : arXiv, 2017 BASE Show details 13 Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping ... Ni, Jian; Florian, Radu. - : arXiv, 2017 BASE Show details 14 A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization ... Wang, Lu; Raghavan, Hema; Castelli, Vittorio. - : arXiv, 2016 BASE Show details 15 Arabic computational linguistics Farghaly, Ali Ahmed Sabry (Hrsg.); Zitouni, Imed; Fraser, Alexander. - Stanford, Calif. : CSLI Publ., 2010 BLLDB UB Frankfurt Linguistik Show details 16 A cascaded approach to mention detection and chaining in Arabic Zitouni, Imed; Florian, Radu; Luo, Xiaoqiang In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 17 (2009) 5, 935-944 BLLDB OLC Linguistik Show details 17 HowtogetaChineseName(Entity): Segmentation and Combination Issues Jing, Hongyan; Florian, Radu; Luo, Xiaoqiang... In: DTIC (2003) BASE Show details 18 Evaluating word sense disambiguation systems Edmonds, Philip (Hrsg.); Kilgarriff, Adam (Hrsg.); Yarowsky, David (Mitarb.)... In: Natural language engineering. - Cambridge : Cambridge University Press 8 (2002) 4, 279-390 BLLDB Show details 19 Named Entity Recognition as a House of Cards: Classifier Stacking Florian, Radu In: DTIC (2002) BASE Show details 20 Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation ... Florian, Radu; Yarowsky, David. - : arXiv, 2001 BASE Show details

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