• Refine your search:
  • 
    Keyword:
    
    • Computational Linguistics (4)
    • Condensed Matter Physics (4)
    • FOS Physical sciences (4)
    • Information and Knowledge Engineering (4)
    • Neural Network (4)
    • Semantics (4)
    • Deep Learning (3)
    • Electromagnetism (3)
    • Machine Learning (1)
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

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 – 4 of 4 1 Don't Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ... 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; Balasubramanian, Niranjan; Chambers, Nathanael. - : Underline Science Inc., 2021 BASE Show details 2 TellMeWhy: A Dataset for Answering Why-Questions in Narratives ... 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; Balasubramanian, Niranjan; Chambers, Nathanael. - : Underline Science Inc., 2021 BASE Show details 3 IrEne: Interpretable Energy Prediction for Transformers ... 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; ., Harsh; Balasubramanian, Niranjan; Balasubramanian, Aruna; Cao, Qingqing; Lal, Yash Kumar. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.167 Abstract: Existing software-based energy measurements of NLP models are not accurate because they do not consider the complex interactions between energy consumption and model execution. We present IrEne, an interpretable and extensible energy prediction system that accurately predicts the inference energy consumption of a wide range of Transformer-based NLP models. IrEne constructs a model tree graph that breaks down the NLP model into modules that are further broken down into low-level machine learning (ML) primitives. IrEne predicts the inference energy consumption of the ML primitives as a function of generalizable features and fine-grained runtime resource usage. IrEne then aggregates these low-level predictions recursively to predict the energy of each module and finally of the entire model. Experiments across multiple Transformer models show IrEne predicts inference energy consumption of transformer models with an error of under 7% compared to ... 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/fe76-z925 https://underline.io/lecture/25487-irene-interpretable-energy-prediction-for-transformers BASE Hide details 4 On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers ... 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; Balasubramanian, Niranjan; Ferdman, Michael. - : Underline Science Inc., 2021 BASE Show details

Mobile view All Catalogues UB Frankfurt Linguistik IDS Mannheim OLC Linguistik UB Frankfurt Retrokatalog DNB Subject Category Language Institut für Empirische Sprachwissenschaft Leibniz-Centre General Linguistics (ZAS) Bibliographies BLLDB BDSL IDS Bibliografie zur deutschen Grammatik IDS Bibliografie zur Gesprächsforschung IDS Konnektoren im Deutschen IDS Präpositionen im Deutschen IDS OBELEX meta MPI-SHH Linguistics Collection MPI for Psycholinguistics Linked Open Data catalogues Annohub Online resources Link directory Journal directory Database directory Dictionary directory Open access documents BASE 4 Linguistik-Repository IDS Publikationsserver Online dissertations Language Description Heritage