Knowref
WebWe introduce a new benchmark for coreference resolution and NLI, Knowref, that targets common-sense understanding and world knowledge. Previous coreference resolution tasks can largely be solved by exploiting the number and gender of the antecedents, or have been handcrafted and do not reflect the diversity of naturally occurring text. We present a … WebSep 10, 2024 · The knowref coreference corpus: Removing gender and number cues for difficult pronominal anaphora resolution. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 3952–3961. He et al. (2024) Pengcheng He, Xiaodong Liu, Weizhu Chen, and Jianfeng Gao. 2024.
Knowref
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WebMay 2, 2024 · KnowRef: The fourth task is KnowRef Emami et al. , which is a coreference corpus tailored to remove gender and number cues. The proposed approach outperforms the best alternative by a margin of (+4.5%), as can be seen in Tab. 1 (bottom).
WebThe KnowRef coreference corpus: Removing gender and number cues for difficult pronominal anaphora resolution. A Emami, P Trichelair, A Trischler, K Suleman, H Schulz, JCK Cheung. arXiv preprint arXiv:1811.01747, 2024. 42: 2024: A cross-domain transferable neural coherence model. Webreasoning. The KnowRef dataset (Emami et al., 2024), a coreference corpus of natural texts, pro-vides a new benchmark for coreference resolution that requires systems to reason about context. The coreference task created sentences stripped of lin-guistic cues from syntax, gender agreement, and number agreement, forcing systems to rely on con-
Web今天，我们就从各大顶会的最佳论文中一窥当前研究热点和趋势。 AAAI 2024. 最佳论文：WinoGrande: An Adversarial Winograd Schema Challenge at Scale WebKnowRef. 11 KnowRef provides over 8k WSC-style coreference resolution problems that are extracted and filtered with heuristic rules from 100 million web sentences (Reddit, …
WebCOPA(!90.6%), KnowRef (!85.6%), and Winogender (!97.1%). These results have dual implications: on one hand, they demonstrate the effectiveness of WINOGRANDE when used as a resource for transfer learning. On the other hand, they raise a concern that we are likely to be overestimating the true capabilities of machine commonsense across all these ...
WebSep 7, 2024 · Cow detector ⓒBeery et al., 2024. Going back to the ground question, the current paradigm of QA datasets, the deep learning community has invested so much into the model scale up and the larger-scale dataset, but not as much as effort was not put into the quality and implications of what goes into the datasets. fnb billing zip codeWebJul 9, 2024 · The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung. ACL 2024 June 2024 Download PDF View Publication. Building Dynamic Knowledge Graphs from Text using Machine Reading … green tea matcha starbucksWebNov 2, 2024 · We introduce a new benchmark for coreference resolution and NLI, Knowref, that targets common-sense understanding and world knowledge. Previous coreference … green tea matcha starbucks nutritionWebThe definition of Knowledge is acquaintance with facts, truths, or principles, as from study or investigation; general erudition. See additional meanings and similar words. green tea mattress fullWebFurthermore, we establish new state-of-the-art results on five related benchmarks — WSC (90.1%), DPR (93.1%), COPA (90.6%), KnowRef (85.6%), and Winogender (97.1%). These … green tea matcha wholesaleWebLogin to your Xref account to request, monitor and manage your online reference checks. fnb birch acres mall trading hoursWebThe Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. aemami1/KnowRef • ACL 2024 To explain this performance gap, we show empirically that state-of-the art models often fail to capture context, instead relying on the gender or number of candidate antecedents to make a … green tea matcha recipe