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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 6 7 8 9...47 Hits 81 – 100 of 927 81 Journalistic Guidelines Aware News Image Captioning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Joel; Jaimes, Alejandro. - : Underline Science Inc., 2021 BASE Show details 82 MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dusek, Ondrej; Konstas, Ioannis. - : Underline Science Inc., 2021 BASE Show details 83 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ramakanth; Bansal, Mohit. - : Underline Science Inc., 2021 BASE Show details 84 Fine-grained Factual Consistency Assessment for Abstractive Summarization Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Niu, Jianwei; Wei, Chuyuan. - : Underline Science Inc., 2021 BASE Show details 85 Modeling Endorsement for Multi-Document Abstractive Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Zhe; Lebanoff, Logan. - : Underline Science Inc., 2021 BASE Show details 86 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berant, Jonathan; Bogin, Ben. - : Underline Science Inc., 2021 BASE Show details 87 Are We Summarizing the Right Way? A Survey of Dialogue Summarization Data Sets ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Tuggener, Don. - : Underline Science Inc., 2021 BASE Show details 88 A Large-Scale Dataset for Empathetic Response Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Pu, Pearl; Welivita, Kalpani Anuradha. - : Underline Science Inc., 2021 BASE Show details 89 Convex Aggregation for Opinion Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Angelidis, Stefanos; Iso, Hayate. - : Underline Science Inc., 2021 BASE Show details 90 Knowledge and Keywords Augmented Abstractive Sentence Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Zhihua; Guan, Shuo. - : Underline Science Inc., 2021 BASE Show details 91 Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Artzi, Yoav; Kojima, Noriyuki. - : Underline Science Inc., 2021 BASE Show details 92 Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Tan, Xin; Zhang, Longyin. - : Underline Science Inc., 2021 BASE Show details 93 Sentence-level Planning for Especially Abstractive Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Henderson, James; Marfurt, Andreas. - : Underline Science Inc., 2021 BASE Show details 94 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Choi, Yejin; D. Hwang, Jena. - : Underline Science Inc., 2021 BASE Show details 95 Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Deng, Mingkai; Hu, Zhiting. - : Underline Science Inc., 2021 BASE Show details 96 Aspect-Controllable Opinion Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Amplayo, Reinald Kim; Angelidis, Stefanos. - : Underline Science Inc., 2021 BASE Show details 97 Measuring Similarity of Opinion-bearing Sentences ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Stephen; Karimi, Sarvnaz; Tay, Wenyi; Zhang, Xiuzhen. - : Underline Science Inc., 2021 Abstract: For many NLP applications of online reviews, comparing two opinion-bearing sentences is the key. We argue that, while general purpose text similarity metrics have been applied for this purpose, there has been limited exploration of their applicability to opinion texts. We address this gap by studying: (1) how humans judge the similarity of pairs of opinion-bearing sentences; and, (2) the degree to which existing text similarity metrics, particularly embedding-based ones, correspond to human judgments. We crowdsourced annotations for opinion sentence pairs and our main findings are: (1) annotators tend to agree on whether or not opinion sentences are similar or different; and (2) embedding-based metrics capture human judgments of “opinion similarity” but not “opinion difference". Based on our analysis, we identify areas where the current metrics should be improved. We further propose to learn a similarity metric for opinion similarity via fine-tuning the Sentence-BERT sentence embedding network based on ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Text Summarization URL: https://dx.doi.org/10.48448/0nt8-1w36 https://underline.io/lecture/39821-measuring-similarity-of-opinion-bearing-sentences BASE Hide details 98 Learning Compact Metrics for MT ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chung, Hyung Won; Gehrmann, Sebastian. - : Underline Science Inc., 2021 BASE Show details 99 Models and Datasets for Cross-Lingual Summarisation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lapata, Mirella; Perez-Beltrachini, Laura. - : Underline Science Inc., 2021 BASE Show details 100 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Iryna; Pfeiffer, Jonas. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6 7 8 9...47

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