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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 Hits 1 – 15 of 15 1 Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction ... NAACL 2021 2021; ., Stephen; Johnson, Mark. - : Underline Science Inc., 2021 BASE Show details 2 Mention Flags (MF): Constraining Transformer-based Text Generators ... 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; ., Stephen; ., Mark; Dras, Mark; Wang, Yufei; Wood, Ian. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.9 Abstract: This paper focuses on Seq2Seq (S2S) constrained text generation where the text generator is constrained to mention specific words which are inputs to the encoder in the generated outputs. Pre-trained S2S models or a Copy Mechanism are trained to copy the surface tokens from encoders to decoders, but they cannot guarantee constraint satisfaction. Constrained decoding algorithms always produce hypotheses satisfying all constraints. However, they are computationally expensive and can lower the generated text quality. In this paper, we propose Mention Flags (MF), which traces whether lexical constraints are satisfied in the generated outputs in an S2S decoder. The MF models can be trained to generate tokens in a hypothesis until all constraints are satisfied, guaranteeing high constraint satisfaction. Our experiments on the Common Sense Generation task (CommonGen) (Lin et al., 2020), End2end Restaurant Dialog task (E2ENLG) (Duˇsek et al., 2020) ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/9a9b-tf15 https://underline.io/lecture/25357-mention-flags-(mf)-constraining-transformer-based-text-generators BASE Hide details 3 The colloquial WordNet: Extending Princeton WordNet with neologisms HIcks, Amanda; Wood, Ian D.; McCrae, John P.. - : Springer International Publishing, 2018 BASE Show details 4 Towards a crowd-sourced WordNet for colloquial English McCrae, John P.; Hicks, Amanda; Wood, Ian D.. - : The Global WordNet Association, 2018 BASE Show details 5 Towards a Crowd-Sourced WordNet for Colloquial English ... McCrae, John P.; Wood, Ian; Hicks, Amanda. - : Zenodo, 2018 BASE Show details 6 Towards a Crowd-Sourced WordNet for Colloquial English ... McCrae, John P.; Wood, Ian; Hicks, Amanda. - : Zenodo, 2018 BASE Show details 7 Multimodal emotion recognition for AVEC 2016 challenge Hradis, Michal; Smrz, Pavel; Wood, Ian. - : ACM, 2017 BASE Show details 8 NUIG at EmoInt-2017: BiLSTM and SVR ensemble to detect emotion intensity Wood, Ian D.; O'Neill, James; Andryushechkin, Vladimir. - : Association for Computational Linguistics, 2017 BASE Show details 9 Multimodal Emotion Recognition for AVEC 2016 Challenge Povolny, Filip; Matejka, Pavel; Hradis, Michal... In: Audio/Visual Emotion Challenge ; https://hal.archives-ouvertes.fr/hal-01837203 ; Audio/Visual Emotion Challenge, ACM, Oct 2016, Amsterdam, Netherlands (2016) BASE Show details 10 Using topic models to measure social psychological characteristics in online social media Wood, Ian In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2016) BASE Show details 11 Using topic models to measure social psychological characteristics in online social media Wood, Ian In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2016) BASE Show details 12 Mining for the meanings of a murder : the impact of OCR quality on the use of digitized historical newspapers Strange, Carolyn; McNamara, Daniel; Wodak, Josh (R20072). - : U.S., The Alliance of Digital Humanities Organizations, 2014 BASE Show details 13 Pass Cambridge BEC Preliminary - Student's Book Wood, Ian [Verfasser]; Williams, Anne [Verfasser]. - München : Langenscheidt ELT, 2012 DNB Subject Category Language Show details 14 The term "barbarus" in fifth-, sixth-, and seventh-century Gaul Wood, Ian N. In: Ethnizität. - Stuttgart [u.a.] : Metzler (2011), 39-50 BLLDB OLC Linguistik Show details 15 East and west: modes of communication : proceedings of the first plenary conference at Merida Wood, Ian (Hrsg.); Chrysos, Euangelos K. (Hrsg.). - Leiden [u.a.] : Brill, 1999 BLLDB UB Frankfurt Linguistik Show details

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