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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 – 11 of 11 1 Characterizing Idioms: Conventionality and Contingency ... Socolof, Michaela; Cheung, Jackie Chi Kit; Wagner, Michael. - : arXiv, 2021 BASE Show details 2 Optimizing Deeper Transformers on Small 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; Cao, Yanshuai; Cheung, Jackie Chi Kit. - : Underline Science Inc., 2021 BASE Show details 3 Textual Time Travel: A Temporally Informed Approach to Theory of Mind ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arodi, Akshatha; Cheung, Jackie Chi Kit. - : Underline Science Inc., 2021 BASE Show details 4 Modeling Event Plausibility with Consistent Conceptual Abstraction ... Porada, Ian; Suleman, Kaheer; Trischler, Adam. - : arXiv, 2021 BASE Show details 5 ADEPT: An Adjective-Dependent Plausibility Task ... 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; Cheung, Jackie Chi Kit; Emami, Ali; Olteanu, Alexandra; Porada, Ian; Suleman, Kaheer; Trischler, Adam. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.553 Abstract: A false contract is more likely to be rejected than a contract is, yet a false key is less likely than a key to open doors. While correctly interpreting and assessing the effects of such adjective-noun pairs (e.g., false key) on the plausibility of given events (e.g., opening doors) underpins many natural language understanding tasks, doing so often requires a significant degree of world knowledge and common-sense reasoning. We introduce ADEPT -- a large-scale semantic plausibility task consisting of over 16 thousand sentences that are paired with slightly modified versions obtained by adding an adjective to a noun. Overall, we find that while the task appears easier for human judges (85% accuracy), it proves more difficult for transformer-based models like RoBERTa (71% accuracy). Our experiments also show that neither the adjective itself nor its taxonomic class suffice in determining the correct plausibility judgement, emphasizing the ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/jg07-gp92 https://underline.io/lecture/25791-adept-an-adjective-dependent-plausibility-task BASE Hide details 6 An Analysis of Dataset Overlap on Winograd-Style Tasks ... The 28th International Conference on Computational Linguistics 2020; Cheung, Jackie Chi Kit; Emami, Ali. - : Underline Science Inc., 2020 BASE Show details 7 On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT ... The 28th International Conference on Computational Linguistics 2020; Cheung, Jackie Chi Kit; Hovy, Eduard. - : Underline Science Inc., 2020 BASE Show details 8 Learning Efficient Task-Specific Meta-Embeddings with Word Prisms ... He, Jingyi; Tsiolis, KC; Kenyon-Dean, Kian. - : arXiv, 2020 BASE Show details 9 Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization ... Kenyon-Dean, Kian; Cheung, Jackie Chi Kit; Precup, Doina. - : arXiv, 2018 BASE Show details 10 Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data ... Long, Teng; Lowe, Ryan; Cheung, Jackie Chi Kit. - : arXiv, 2016 BASE Show details 11 Distributional Semantics for Robust Automatic Summarization Cheung, Jackie Chi Kit. - 2015 BASE Show details

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