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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 Hits 1 – 20 of 86 1 Scaling Semantic Role Labeling and Semantic Parsing Across Languages ... Navigli, Roberto. - : Leibniz Universität Hannover (LUH),L3S Research Center,CLEOPATRA ITN, 2021 BASE Show details 2 Opening Session ... 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; Li, Wenjie; Navigli, Roberto. - : Underline Science Inc., 2021 BASE Show details 3 Integrating Personalized PageRank into Neural Word Sense Disambiguation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bevilacqua, Michele; ElSheikh, Ahmed. - : Underline Science Inc., 2021 BASE Show details 4 Closing and Future Conferences ... 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; Li, Wenjie; Navigli, Roberto. - : Underline Science Inc., 2021 BASE Show details 5 Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources ... NAACL 2021 2021; Bacciu, Andrea; Conia, Simone. - : Underline Science Inc., 2021 BASE Show details 6 SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ... NAACL 2021 2021; Navigli, Roberto; Procopio, Luigi. - : Underline Science Inc., 2021 BASE Show details 7 {W}iki{NE}u{R}al: {C}ombined Neural and Knowledge-based Silver Data Creation for Multilingual {NER} ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Campolungo, Niccolò; Cecconi, Francesco. - : Underline Science Inc., 2021 BASE Show details 8 {UniteD-SRL}: {A} Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual {S}emantic {R}ole {L}abeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Conia, Simone; Conia, Simone. - : Underline Science Inc., 2021 BASE Show details 9 IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Banerjee, Somnath; Blloshmi, Rexhina. - : Underline Science Inc., 2021 BASE Show details 10 Modeling the Unigram Distribution Blasi, Damián; Pimentel, Tiago; Nikkarinen, Irene... In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 (2021) BASE Show details 11 On Finding the K-best Non-projective Dependency Trees Zmigrod, Ran; Cotterell, Ryan; Vieira, Tim In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) BASE Show details 12 Higher-order Derivatives of Weighted Finite-state Machines Zmigrod, Ran; Cotterell, Ryan; Vieira, Tim In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) BASE Show details 13 How Good Is NLP?A Sober Look at NLP Tasks through the Lens of Social Impact Tse, Brian; Jin, Zhijing; Mihalcea, Rada... In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 (2021) BASE Show details 14 Scaling Within Document Coreference to Long Texts Monath, Nicholas; Shridhar, Kumar; Zaheer, Manzil... In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 (2021) BASE Show details 15 Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations Sachan, Mrinmaya; Campbell, Murray; Kapanipathi, Pavan... In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) BASE Show details 16 Examining the Inductive Bias of Neural Language Models with Artificial Languages White, Jennifer C.; Cotterell, Ryan In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) BASE Show details 17 KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Lakemeyer, Gerhard; Meng, Zhao; Xing, Yiran; Ma, Yunpu; Shi, Zai; Wattenhofer, Roger In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) Abstract: We present Knowledge Enhanced Multimodal BART (KM-BART), which is a Transformer-based sequence-to-sequence model capable of reasoning about commonsense knowledge from multimodal inputs of images and texts. We adapt the generative BART architecture (Lewis et al., 2020) to a multimodal model with visual and textual inputs. We further develop novel pretraining tasks to improve the model performance on the Visual Commonsense Generation (VCG) task. In particular, our pretraining task of Knowledge-based Commonsense Generation (KCG) boosts model performance on the VCG task by leveraging commonsense knowledge from a large language model pretrained on external commonsense knowledge graphs. To the best of our knowledge, we are the first to propose a dedicated task for improving model performance on the VCG task. Experimental results show that our model reaches state-of-the-art performance on the VCG task (Park et al., 2020) by applying these novel pretraining tasks. URL: https://doi.org/10.3929/ethz-b-000497662 https://hdl.handle.net/20.500.11850/521263 BASE Hide details 18 SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) ... Martelli, Federico; Kalach, Najla; Tola, Gabriele. - : Zenodo, 2021 BASE Show details 19 Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling ... Rexhina Blloshmi; Conia, Simone; Tripodi, Rocco. - : Zenodo, 2021 BASE Show details 20 One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline ... Bevilacqua, Michele; Rexhina Blloshmi; Navigli, Roberto. - : Zenodo, 2021 BASE Show details Page: 1 2 3 4 5

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