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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 50 1 Denoising Word Embeddings by Averaging in a Shared Space ... Caciularu, Avi; Dagan, Ido; Goldberger, Jacob. - : arXiv, 2021 BASE Show details 2 CDLM: Cross-Document Language Modeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Iz; ., Matthew; Caciularu, Avi; Cattan, Arie; Cohan, Arman; Dagan, Ido. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.findings-emnlp.225.pdf Abstract: We introduce a new pretraining approach geared for multi-document language modeling, incorporating two key ideas into the masked language modeling self-supervised objective. First, instead of considering documents in isolation, we pretrain over sets of multiple related documents, encouraging the model to learn cross-document relationships. Second, we improve over recent long-range transformers by introducing dynamic global attention that has access to the entire input to predict masked tokens. We release CDLM (Cross-Document Language Model), a new general language model for multi-document setting that can be easily applied to downstream tasks. Our extensive analysis shows that both ideas are essential for the success of CDLM, and work in synergy to set new state-of-the-art results for several multi-text tasks. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/pbq6-k224 https://underline.io/lecture/39791-cdlm-cross-document-language-modeling BASE Hide details 3 Cross-document Coreference Resolution over Predicted Mentions ... 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; Cattan, Arie; Dagan, Ido. - : Underline Science Inc., 2021 BASE Show details 4 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ramakanth; Bansal, Mohit. - : Underline Science Inc., 2021 BASE Show details 5 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 6 Denoising Word Embeddings by Averaging in a Shared Space ... 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; Caciularu, Avi; Dagan, Ido. - : Underline Science Inc., 2021 BASE Show details 7 Realistic Evaluation Principles for Cross-document Coreference Resolution ... Cattan, Arie; Eirew, Alon; Stanovsky, Gabriel. - : arXiv, 2021 BASE Show details 8 QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions ... Weiss, Daniela Brook; Roit, Paul; Klein, Ayal. - : arXiv, 2021 BASE Show details 9 Asking It All: Generating Contextualized Questions for any Semantic Role ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dagan, Ido; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 10 Paraphrasing vs Coreferring: Two Sides of the Same Coin ... Meged, Yehudit; Caciularu, Avi; Shwartz, Vered. - : arXiv, 2020 BASE Show details 11 Revisiting the Binary Linearization Technique for Surface Realization Puzikov, Yevgenyi; Gardent, Claire; Dagan, Ido... In: Proceedings of The 12th International Conference on Natural Language Generation ; https://hal.archives-ouvertes.fr/hal-02460309 ; Proceedings of The 12th International Conference on Natural Language Generation, 2019, pp.268 - 278 (2019) BASE Show details 12 Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ... Barhom, Shany; Shwartz, Vered; Eirew, Alon. - : arXiv, 2019 BASE Show details 13 ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System ... Pereg, Oren; Korat, Daniel; Wasserblat, Moshe. - : arXiv, 2019 BASE Show details 14 Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition ... Shwartz, Vered; Dagan, Ido. - : arXiv, 2019 BASE Show details 15 Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Shwartz, Vered; Dagan, Ido In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 403-419 (2019) (2019) BASE Show details 16 Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ... Shwartz, Vered; Dagan, Ido. - : arXiv, 2018 BASE Show details 17 CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations ... Shwartz, Vered; Dagan, Ido. - : arXiv, 2016 BASE Show details 18 Path-based vs. Distributional Information in Recognizing Lexical Semantic Relations ... Shwartz, Vered; Dagan, Ido. - : arXiv, 2016 BASE Show details 19 SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge Dzikovska, Myroslava O; Nielsen, Rodney D; Brew, Chris... In: DTIC (2013) BASE Show details 20 UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis ... Zesch, Torsten; Levy, Omer; Gurevych, Iryna. - : DuEPublico: Duisburg-Essen Publications online, University of Duisburg-Essen, Germany, 2013 BASE Show details Page: 1 2 3

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