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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 121 1 On Homophony and Rényi Entropy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cotterell, Ryan; Meister, Clara. - : Underline Science Inc., 2021 BASE Show details 2 Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ... 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; ., Yuji; Watanabe, Taro. - : Underline Science Inc., 2021 BASE Show details 3 An Information-Theoretic Characterization of Morphological Fusion ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Futrell, Richard; Hahn, Michael. - : Underline Science Inc., 2021 BASE Show details 4 One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ... 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; Damonte, Marco; Monti, Emilio. - : Underline Science Inc., 2021 BASE Show details 5 Learning Data Augmentation Schedules for Natural Language Processing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Irena; Chopard, Daphné. - : Underline Science Inc., 2021 BASE Show details 6 Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model ... 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; Castaneda, Enrique; Kuhn, Jonas. - : Underline Science Inc., 2021 BASE Show details 7 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; De Raedt, Maarten. - : Underline Science Inc., 2021 BASE Show details 8 InFillmore: Frame-Guided Language Generation with Bidirectional Context ... 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; Belyy, Anton; Ou, Jiefu. - : Underline Science Inc., 2021 BASE Show details 9 Overcoming Poor Word Embeddings with Word Definitions ... 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; Malon, Christopher. - : Underline Science Inc., 2021 BASE Show details 10 Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ... 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; Chen, Wai; Li, Xiaotao. - : Underline Science Inc., 2021 BASE Show details 11 Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain Analysis ... 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; Berwick, Robert; Indurkhya, Sagar. - : Underline Science Inc., 2021 BASE Show details 12 ParsFEVER : a Dataset for Farsi Fact Extraction and Verification ... 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; Zarharan, Majid. - : Underline Science Inc., 2021 BASE Show details 13 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ... 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; Blache, Philippe; Chersoni, Emmanuele. - : Underline Science Inc., 2021 BASE Show details 14 Script Parsing with Hierarchical Sequence Modelling ... 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; Koller, Alexander; Škrjanec, Iza. - : Underline Science Inc., 2021 BASE Show details 15 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ... 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; Amar, Shmulik; Dagan, Ido. - : Underline Science Inc., 2021 BASE Show details 16 Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Min, Bonan. - : Underline Science Inc., 2021 BASE Show details 17 Evaluating the Morphosyntactic Well-formedness of Generated Texts ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Anastasopoulos, Antonios; Chaudhary, Aditi. - : Underline Science Inc., 2021 BASE Show details 18 I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Review ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; O' Neill, James. - : Underline Science Inc., 2021 BASE Show details 19 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Androutsopoulos, Ion; Chalkidis, Ilias. - : Underline Science Inc., 2021 BASE Show details 20 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; Campolungo, Niccolò; Navigli, Roberto; Pasi, Gabriella; Pasini, Tommaso. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.79/ Abstract: With the advent of contextualized embeddings, attention towards neural ranking approaches for Information Retrieval increased considerably. However, two aspects have remained largely neglected: i) queries usually consist of few keywords only, which increases ambiguity and makes their contextualization harder, and ii) performing neural ranking on non-English documents is still cumbersome due to shortage of labeled datasets. In this paper we present SIR (Sense-enhanced Information Retrieval) to mitigate both problems by leveraging word sense information. At the core of our approach lies a novel multilingual query expansion mechanism based on Word Sense Disambiguation that provides sense definitions as additional semantic information for the query. Importantly, we use senses as a bridge across languages, thus allowing our model to perform considerably better than its supervised and unsupervised alternatives across French, German, ... Keyword: Data Management System; Machine translation; Natural Language Processing; Neural Network URL: https://underline.io/lecture/37802-ir-like-a-sir-sense-enhanced-information-retrieval-for-multiple-languages https://dx.doi.org/10.48448/z11a-gr02 BASE Hide details Page: 1 2 3 4 5...7

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