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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 4 5 Hits 1 – 20 of 89 1 Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ... Deutsch, Daniel; Roth, Dan. - : arXiv, 2022 BASE Show details 2 Question-Based Salient Span Selection for More Controllable Text Summarization ... Deutsch, Daniel; Roth, Dan. - : arXiv, 2021 Abstract: In this work, we propose a method for incorporating question-answering (QA) signals into a summarization model. Our method identifies salient noun phrases (NPs) in the input document by automatically generating wh-questions that are answered by the NPs and automatically determining whether those questions are answered in the gold summaries. This QA-based signal is incorporated into a two-stage summarization model which first marks salient NPs in the input document using a classification model, then conditionally generates a summary. Our experiments demonstrate that the models trained using QA-based supervision generate higher-quality summaries than baseline methods of identifying salient spans on benchmark summarization datasets. Further, we show that the content of the generated summaries can be controlled based on which NPs are marked in the input document. Finally, we propose a method of augmenting the training data so the gold summaries are more consistent with the marked input spans used during training ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2111.07935 https://dx.doi.org/10.48550/arxiv.2111.07935 BASE Hide details 3 Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies ... Geva, Mor; Khashabi, Daniel; Segal, Elad. - : arXiv, 2021 BASE Show details 4 ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Baylon, Julia; Han, Rujun. - : Underline Science Inc., 2021 BASE Show details 5 What is Your Article Based On? Inferring Fine-grained Provenance ... 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; Ives, Zack; Roth, Dan. - : Underline Science Inc., 2021 BASE Show details 6 BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Cynthia; Huebner, Philip. - : Underline Science Inc., 2021 BASE Show details 7 {Z}ero-shot {L}abel-Aware {E}vent {T}rigger and {A}rgument {C}lassification ... 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; Roth, Dan; Wang, Haoyu. - : Underline Science Inc., 2021 BASE Show details 8 Coreference Reasoning in Machine Reading Comprehension ... 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; ., Iryna; Moosavi, Nafise Sadat. - : Underline Science Inc., 2021 BASE Show details 9 Event-Centric Natural Language Processing ... 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, Muhao; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 10 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ... 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; Lyu, Qing; Roth, Dan. - : Underline Science Inc., 2021 BASE Show details 11 Do We Know What We Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0 ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hay, Jamaal; Roth, Dan. - : Underline Science Inc., 2021 BASE Show details 12 Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary ... 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; Bedrax-Weiss, Tania; Deutsch, Daniel. - : Underline Science Inc., 2021 BASE Show details 13 Constrained Labeled Data Generation for Low-Resource Named Entity Recognition ... 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; Guo, Ruohao; Roth, Dan. - : Underline Science Inc., 2021 BASE Show details 14 Extending Multilingual BERT to Low-Resource Languages ... Wang, Zihan; K, Karthikeyan; Mayhew, Stephen. - : arXiv, 2020 BASE Show details 15 Cross-lingual Entity Alignment with Incidental Supervision ... Chen, Muhao; Shi, Weijia; Zhou, Ben. - : arXiv, 2020 BASE Show details 16 Do Language Embeddings Capture Scales? ... Zhang, Xikun; Ramachandran, Deepak; Tenney, Ian. - : arXiv, 2020 BASE Show details 17 TransOMCS: From Linguistic Graphs to Commonsense Knowledge ... Zhang, Hongming; Khashabi, Daniel; Song, Yangqiu. - : arXiv, 2020 BASE Show details 18 Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection ... The 28th International Conference on Computational Linguistics 2020; Deutsch, Daniel; Jindal, Disha. - : Underline Science Inc., 2020 BASE Show details 19 Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary ... Deutsch, Daniel; Bedrax-Weiss, Tania; Roth, Dan. - : arXiv, 2020 BASE Show details 20 Extending Wikification: Nominal discovery, nominal linking, and the grounding of nouns Chen, Liang-Wei. - 2020 BASE Show details Page: 1 2 3 4 5

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