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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 – 12 of 12 1 KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation ... 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; Lakemeyer, Gerhard; Ma, Yunpu. - : Underline Science Inc., 2021 BASE Show details 2 A Plug-and-Play Method for Controlled Text Generation ... Pascual, Damian; Egressy, Béni; Meister, Clara Isabel; Cotterell, Ryan; Wattenhofer, Roger. - : ETH Zurich, 2021 Abstract: Large pre-trained language models have repeatedly shown their ability to produce fluent text. Yet even when starting from a prompt, generation can continue in many plausible directions. Current decoding methods with the goal of controlling generation, e.g., to ensure specific words are included, either require additional models or fine-tuning, or work poorly when the task at hand is semantically unconstrained, e.g., story generation. In this work, we present a plug-and-play decoding method for controlled language generation that is so simple and intuitive, it can be described in a single sentence: given a topic or keyword, we add a shift to the probability distribution over our vocabulary towards semantically similar words. We show how annealing this distribution can be used to impose hard constraints on language generation, something no other plug-and-play method is currently able to do with SOTA language generators. Despite the simplicity of this approach, we see it works incredibly well in practice: ... : Findings of the Association for Computational Linguistics: EMNLP 2021 ... URL: http://hdl.handle.net/20.500.11850/518988 https://dx.doi.org/10.3929/ethz-b-000518988 BASE Hide details 3 Telling BERT's Full Story: from Local Attention to Global Aggregation ... Pascual, Damian; Brunner, Gino; Wattenhofer, Roger. - : ETH Zurich, 2021 BASE Show details 4 KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation ... Xing, Yiran; Shi, Zai; Meng, Zhao. - : ETH Zurich, 2021 BASE Show details 5 Telling BERT's Full Story: from Local Attention to Global Aggregation Brunner, Gino; Pascual, Damian; Wattenhofer, Roger In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume (2021) BASE Show details 6 KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Lakemeyer, Gerhard; Meng, Zhao; Xing, Yiran... In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (2021) BASE Show details 7 Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Pascual, Damian; Wattenhofer, Roger; Luck, Sandro In: Proceedings of the 20th Workshop on Biomedical Language Processing (2021) BASE Show details 8 A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples ... Meng, Zhao; Wattenhofer, Roger. - : ETH Zurich, 2020 BASE Show details 9 Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation ... Pascual, Damian; Egressy, Beni; Bolli, Florian. - : arXiv, 2020 BASE Show details 10 A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples Wattenhofer, Roger; Meng, Zhao In: Proceedings of the 28th International Conference on Computational Linguistics (2020) BASE Show details 11 Distributed Lower Bounds: Lovász Local Lemma, Mobile Agents, Cops and Robbers Brandt, Sebastian. - : ETH Zurich, 2018 In: TIK Schriftenreihe, 173 (2018) BASE Show details 12 Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations ... Brunner, Gino; Wang, Yuyi; Wattenhofer, Roger. - : arXiv, 2018 BASE Show details

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