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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...3 4 5 6 7 8 9 10 11...52 Hits 121 – 140 of 1.029 121 End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Eger, Steffen. - : Underline Science Inc., 2021 BASE Show details 122 Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Keller, Frank; Wilmot, David. - : Underline Science Inc., 2021 BASE Show details 123 A Thorough Evaluation of Task-Specific Pretraining for Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Maynez, Joshua; Narayan, Shashi. - : Underline Science Inc., 2021 BASE Show details 124 Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Esplà-Gomis, Miquel; Pérez-Ortiz, Juan Antonio. - : Underline Science Inc., 2021 BASE Show details 125 PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lewis, Patrick. - : Underline Science Inc., 2021 BASE Show details 126 Good-Enough Example Extrapolation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Wei, Jason. - : Underline Science Inc., 2021 BASE Show details 127 To what extent do human explanations of model behavior align with actual model behavior? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Prasad, Grusha. - : Underline Science Inc., 2021 BASE Show details 128 Sequence Length is a Domain: Length-based Overfitting in Transformer Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bojar, Ondřej; Variš, Dušan. - : Underline Science Inc., 2021 BASE Show details 129 Enhancing Multiple-choice Machine Reading Comprehension by Punishing Illogical Interpretations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ju, Yiming; Zhang, Yuanzhe. - : Underline Science Inc., 2021 BASE Show details 130 Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Mercatali, Giangiacomo. - : Underline Science Inc., 2021 BASE Show details 131 Effective Sequence-to-Sequence Dialogue State Tracking ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cao, Yuan; Mahdieh, Mahdis. - : Underline Science Inc., 2021 BASE Show details 132 An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Indrakshi; Banerjee, Ritwik. - : Underline Science Inc., 2021 BASE Show details 133 Solving Aspect Category Sentiment Analysis as a Text Generation Task ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liu, Jian. - : Underline Science Inc., 2021 BASE Show details 134 Discourse-Driven Integrated Dialogue Development Environment for Open-Domain Dialogue Systems ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dmitry; Burtsev, Mikhail. - : Underline Science Inc., 2021 BASE Show details 135 Context or No Context? A preliminary exploration of human-in-the-loop approach for Incremental Temporal Summarization in meetings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Saurav; Beckage, Nicole. - : Underline Science Inc., 2021 BASE Show details 136 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 137 Locke's Holiday: Belief Bias in Machine Reading ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Søgaard, Anders. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.649/ Abstract: I highlight a simple failure mode of state-of- the-art machine reading systems: when contexts do not align with commonly shared beliefs. For example, machine reading systems fail to answer "What did Elizabeth want?" correctly in the context of ’My kingdom for a cough drop, cried Queen Elizabeth.’ Biased by co-occurrence statistics in the training data of pretrained language models, systems predict 'my kingdom', rather than 'a cough drop'. I argue such biases are analogous to human belief biases and present a carefully designed challenge dataset for English machine reading, called AUTO-LOCKE, to quantify such effects. Evaluations of machine reading systems on AUTO-LOCKE show the pervasiveness of be- lief bias in machine reading. ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37792-locke's-holiday-belief-bias-in-machine-reading https://dx.doi.org/10.48448/t4tt-2j38 BASE Hide details 138 Searching for More Efficient Dynamic Programs ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 139 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Shi, Qi. - : Underline Science Inc., 2021 BASE Show details 140 Improving Synonym Recommendation Using Sentence Context ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., William; Arendt, Dustin. - : Underline Science Inc., 2021 BASE Show details Page: 1...3 4 5 6 7 8 9 10 11...52

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