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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...59 60 61 62 63 Hits 1.241 – 1.255 of 1.255 1241 Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment 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; Pang, Shiguan. - : Underline Science Inc., 2021 BASE Show details 1242 Structured Sentiment Analysis as Dependency Graph 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; Barnes, Jeremy; Kurtz, Robin. - : Underline Science Inc., 2021 BASE Show details 1243 Jointly Identifying Rhetoric and Implicit Emotions via Multi-Task Learning ... 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, Xin; Hai, Zhen. - : Underline Science Inc., 2021 BASE Show details 1244 Recursive prosody is not finite-state ... 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; De Santo, Aniello; Dolatian, Hossep. - : Underline Science Inc., 2021 BASE Show details 1245 Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency 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; Han, Wenjuan; Tu, Kewei. - : Underline Science Inc., 2021 BASE Show details 1246 Representing Syntax and Composition with Geometric Transformations ... 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; Bertolini, Lorenzo; Peng, Qiwei. - : Underline Science Inc., 2021 BASE Show details 1247 Lower Perplexity is Not Always Human-Like ... 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; Asahara, Masayuki; Inui, Kentaro. - : Underline Science Inc., 2021 BASE Show details 1248 Surprisal Estimators for Human Reading Times Need Character Models ... 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; Clark, Christian; Oh, Byung-Doh. - : Underline Science Inc., 2021 BASE Show details 1249 A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ... 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; Aboufoul, Lolo; Gallicano, Tiffany. - : Underline Science Inc., 2021 BASE Show details 1250 Psycholinguistic Tripartite Graph Network for Personality Detection ... 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; Ouyang, Haolan; Quan, Xiaojun. - : Underline Science Inc., 2021 BASE Show details 1251 Can Transformer Langauge Models Predict Psychometric Properties? ... 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; Laverghetta Jr., Antonio; Licato, John. - : Underline Science Inc., 2021 BASE Show details 1252 11B: Linguistic Theories, Cognitive Modeling and Psycholinguistics #1 ... 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. - : Underline Science Inc., 2021 BASE Show details 1253 How is BERT surprised? Layerwise detection of linguistic anomalies ... 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, Bai. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.325 Abstract: Transformer language models have shown remarkable ability in detecting when a word is anomalous in context, but likelihood scores offer no information about the cause of the anomaly. In this work, we use Gaussian models for density estimation at intermediate layers of three language models (BERT, RoBERTa, and XLNet), and evaluate our method on BLiMP, a grammaticality judgement benchmark. In lower layers, surprisal is highly correlated to low token frequency, but this correlation diminishes in upper layers. Next, we gather datasets of morphosyntactic, semantic, and commonsense anomalies from psycholinguistic studies; we find that the best performing model RoBERTa exhibits surprisal in earlier layers when the anomaly is morphosyntactic than when it is semantic, while commonsense anomalies do not exhibit surprisal at any intermediate layer. These results suggest that language models employ separate mechanisms to detect different types of ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/455f-ep51 https://underline.io/lecture/26030-how-is-bert-surprisedquestion-layerwise-detection-of-linguistic-anomalies BASE Hide details 1254 Catchphrase: Automatic Detection of Cultural References ... 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; Shahaf , Dafna; Sweed, Nir. - : Underline Science Inc., 2021 BASE Show details 1255 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ... 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; Khemchandani, Yash; Patil, Vaidehi. - : Underline Science Inc., 2021 BASE Show details Page: 1...59 60 61 62 63

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