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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 Hits 1 – 20 of 79 1 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 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.65/ Abstract: Measuring event salience is essential in the understanding of stories. This paper takes a recent unsupervised method for salience detection derived from Barthes Cardinal Functions and theories of surprise and applies it to longer narrative forms. We improve the standard transformer language model by incorporating an external knowledgebase (derived from Retrieval Augmented Generation) and adding a memory mechanism to enhance performance on longer works. We use a novel approach to derive salience annotation using chapter-aligned summaries from the Shmoop corpus for classic literary works. Our evaluation against this data demonstrates that our salience detection model improves performance over and above a non-knowledgebase and memory augmented language model, both of which are crucial to this improvement. ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37312-memory-and-knowledge-augmented-language-models-for-inferring-salience-in-long-form-stories https://dx.doi.org/10.48448/mpyd-jf85 BASE Hide details 2 Knowledge-enhanced neural grammar Induction Li, Bowen. - : The University of Edinburgh, 2021 BASE Show details 3 Cross-lingual Visual Verb Sense Disambiguation ... Gella, Spandana; Elliott, Desmond; Keller, Frank. - : arXiv, 2019 BASE Show details 4 Visual context for verb sense disambiguation and multilingual representation learning Gella, Spandana. - : The University of Edinburgh, 2019 BASE Show details 5 Image Pivoting for Learning Multilingual Multimodal Representations ... Gella, Spandana; Sennrich, Rico; Keller, Frank. - : arXiv, 2017 BASE Show details 6 An Analysis of Action Recognition Datasets for Language and Vision Tasks ... Gella, Spandana; Keller, Frank. - : arXiv, 2017 BASE Show details 7 Expectation and Locality Effects in German Verb-final Structures ... Levy, Roger; Keller, Frank. - : PsyArXiv, 2016 BASE Show details 8 Anticipation in real-world scenes: The role of visual context and visual memory Coco, Moreno I.; Keller, Frank; Malcolm, George L.. - 2016 BASE Show details 9 Structured representation of images for language generation and image retrieval Elliott, Desmond. - : The University of Edinburgh, 2015 BASE Show details 10 The effect of context on the activation and processing of word meaning over time Frassinelli, Diego. - : The University of Edinburgh, 2015 BASE Show details 11 The interplay of bottom-up and top-down mechanisms in visual guidance during object naming Coco, Moreno I.; Malcolm, George L.; Keller, Frank. - 2014 BASE Show details 12 Expectation and locality effects in German verb-final structures Levy, Roger P.; Keller, Frank In: Journal of memory and language. - Amsterdam [u.a.] : Elsevier 68 (2013) 2, 199-222 BLLDB OLC Linguistik Show details 13 The use of verb-specific information for prediction in sentence processing Arai, Manabu; Keller, Frank In: Language and cognitive processes. - Abingdon : Routledge, Taylor & Francis Group 28 (2013) 4, 525-560 OLC Linguistik Show details 14 Adding Sentence Types to a Model of Syntactic Category Acquisition Frank, Stella; Goldwater, Sharon; Keller, Frank In: Topics in cognitive science. - Hoboken, NJ [u.a.] : Wiley 5 (2013) 3, 495-521 OLC Linguistik Show details 15 Probabilistic Modeling of Discourse‐Aware Sentence Processing Dubey, Amit; Keller, Frank; Sturt, Patrick In: Topics in cognitive science. - Hoboken, NJ [u.a.] : Wiley 5 (2013) 3, 425-451 OLC Linguistik Show details 16 Expectation and Locality Effects in German Verb-Final Structures Levy, Roger P.; Keller, Frank In: Journal of memory and language 68 (2013) 2, 199-222 IDS Bibliografie zur deutschen Grammatik Show details 17 Bayesian models of syntactic category acquisition Frank, Stella Christina. - : The University of Edinburgh, 2013 BASE Show details 18 Modelling eye movements and visual attention in synchronous visual and linguistic processing Dziemianko, Michal. - : The University of Edinburgh, 2013 BASE Show details 19 The impact of attentional, linguistic, and visual features during object naming Clarke, Alasdair D. F.; Coco, Moreno I.; Keller, Frank. - : Frontiers Media S.A., 2013 BASE Show details 20 Scan patterns predict sentence production in the cross-modal processing of visual scenes Keller, Frank; Coco, Moreno I. In: Cognitive science. - Hoboken, NJ : Wiley-Blackwell 36 (2012) 7, 1204-1223 BLLDB OLC Linguistik Show details Page: 1 2 3 4

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