Found 221 Documents (Results 1–100)
Machine learning with low-resource data from psychiatric clinics. (English) Zbl 07914123
Wu, Weili (ed.) et al., Combinatorial optimization and applications. 16th international conference, COCOA 2023, Hawaii, HI, USA, December 15–17, 2023. Proceedings. Part II. Cham: Springer. Lect. Notes Comput. Sci. 14462, 455-465 (2024).
MSC:
90C27
A Bayesian theory of mind approach to modeling cooperation and communication. (English) Zbl 07912680
MSC:
62-08
Incorporation of gene ontology in identification of protein interactions from biomedical corpus: a multi-modal approach. (English) Zbl 07910169
Multimodal foundation models: from specialists to general-purpose assistants. (English) Zbl 07907419
MSC:
68-XX
The RL/LLM taxonomy tree: reviewing synergies between reinforcement learning and large language models. (English) Zbl 07907417
Identifying arguments within a text: categorizing errors and their impact in arguments’ relation prediction. (English) Zbl 07905223
MSC:
68T37
A joint communication and computation design for semantic wireless communication with probability graph. (English) Zbl 07902351
MSC:
94A05
Identifying purchase intention through deep learning: analyzing the Q&D text of an E-commerce platform. (English) Zbl 07898256
Relation-preserving masked modeling for semi-supervised time-series classification. (English) Zbl 07897628
MSC:
68T05
Approximation of the meaning for thematic subject headings by simple interpretable representations. (English) Zbl 07896215
Evaluating the performance of interpretability methods in text categorization task. (English) Zbl 07896212
Knowledge is power: open-world knowledge representation learning for knowledge-based visual reasoning. (English) Zbl 07887415
Enriching interactive explanations with fuzzy temporal constraint networks. (English) Zbl 07885916
MSC:
68T37
Embeddings as epistemic states: limitations on the use of pooling operators for accumulating knowledge. (English) Zbl 07885908
MSC:
68T37
Text laundering: mitigating malicious features through knowledge distillation of large foundation models. (English) Zbl 07883553
Ge, Chunpeng (ed.) et al., Information security and cryptology. 19th international conference, Inscrypt 2023, Hangzhou, China, December 9–10, 2023. Revised selected papers. Part II. Singapore: Springer. Lect. Notes Comput. Sci. 14527, 3-23 (2024).
Towards the development of an explainable e-commerce fake review index: an attribute analytics approach. (English) Zbl 07881395
MSC:
90Bxx
360 degrees rumor detection: when explanations got some explaining to do. (English) Zbl 07881394
MSC:
90Bxx
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data. (English) Zbl 07881388
MSC:
90Bxx
Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation. (English) Zbl 07880854
Selective privacy-preserving framework for large language models fine-tuning. (English) Zbl 07880054
An attention enhanced dual graph neural network for mesh denoising. (English) Zbl 07873090
MSC:
65Dxx
D3Former: jointly learning repeatable dense detectors and feature-enhanced descriptors via saliency-guided transformer. (English) Zbl 07873083
MSC:
65Dxx
Surveying the landscape of text summarization with deep learning: a comprehensive review. (English) Zbl 07870195
MSC:
68T50
Industry-sensitive language modeling for business. (English) Zbl 07864432
MSC:
90Bxx
Multi-scale time-stepping of partial differential equations with transformers. (English) Zbl 1539.65113
Foundations of vector retrieval. (English) Zbl 07851867
Cham: Springer (ISBN 978-3-031-55181-9/pbk; 978-3-031-55182-6/ebook). xx, 185 p. (2024).
Capturing the varieties of natural language inference: a systematic survey of existing datasets and two novel benchmarks. (English) Zbl 07847925
Best-effort adaptation. (English) Zbl 07842070
Pre-trained transformer model as a surrogate in multiscale computational homogenization framework for elastoplastic composite materials subjected to generic loading paths. (English) Zbl 1539.74030
Discovering first principle of behavioural change in disease transmission dynamics by deep learning. (English) Zbl 1533.92234
David, Jummy (ed.) et al., Mathematics of public health. Mathematical modelling from the next generation. Cham: Springer. Fields Inst. Commun. 88, 37-54 (2024).
Self-supervised learning for DNA sequences with circular dilated convolutional networks. (English) Zbl 1534.92050
Network traffic matrix prediction with incomplete data via masked matrix modeling. (English) Zbl 1531.90064
A machine learning framework for geodesics under spherical Wasserstein-Fisher-Rao metric and its application for weighted sample generation. (English) Zbl 1529.49025
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making. (English) Zbl 07765842
MSC:
90Bxx
A deep real options policy for sequential service region design and timing. (English) Zbl 07765562
MSC:
90Bxx
Machine learning in bank merger prediction: a text-based approach. (English) Zbl 07764658
MSC:
90Bxx
Conditional variational autoencoder for query expansion in ad-hoc information retrieval. (English) Zbl 07759686
Variational model-based deep neural networks for image reconstruction. (English) Zbl 07914357
Chen, Ke (ed.) et al., Handbook of mathematical models and algorithms in computer vision and imaging. Mathematical imaging and vision. Springer Reference. Cham: Springer. 879-907 (2023).
An analysis of generative methods for multiple image inpainting. (English) Zbl 07914354
Chen, Ke (ed.) et al., Handbook of mathematical models and algorithms in computer vision and imaging. Mathematical imaging and vision. Springer Reference. Cham: Springer. 773-820 (2023).
Using natural language processing to measure COVID-19-induced economic policy uncertainty for Canada and the USA. (English) Zbl 07910581
Valenzuela, Olga (ed.) et al., Theory and applications of time series analysis and forecasting. Selected contributions from the 7th international conference on time series and forecasting, ITISE 2021, Gran Canaria, Spain, July 19–21, 2021. Cham: Springer. Contrib. Stat., 107-121 (2023).
CoProver: a recommender system for proof construction. (English) Zbl 07810735
Dubois, Catherine (ed.) et al., Intelligent computer mathematics. 16th international conference, CICM 2023, Cambridge, UK, September 5–8, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14101, 237-251 (2023).
MSC:
68Vxx
First complexity results for evolutionary knowledge transfer. (English) Zbl 07809172
Chicano, Francisco (ed.) et al., Proceedings of the 17th ACM/SIGEVO workshop on foundations of genetic algorithms, FOGA 2023, Potsdam, Germany, August 30 – September 1, 2023. New York, NY: Association for Computing Machinery (ACM). 140-151 (2023).
Deep order flow imbalance: extracting alpha at multiple horizons from the limit order book. (English) Zbl 1531.91240
Graphmax for text generation. (English) Zbl 07781088
DEED: deep evidential doctor. (English) Zbl 1531.68112
Formal languages and the NLP black box. (English) Zbl 07766929
Drewes, Frank (ed.) et al., Developments in language theory. 27th international conference, DLT 2023, Umeå, Sweden, June 12–16, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13911, 1-8 (2023).
MSC:
68Q45
FlexiBO: a decoupled cost-aware multi-objective optimization approach for deep neural networks. (English) Zbl 07753311
Non-life insurance risk classification using categorical embedding. (English) Zbl 1527.91143
MSC:
91G05
Ner4Opt: named entity recognition for optimization modelling from natural language. (English) Zbl 07745668
Cire, Andre A. (ed.), Integration of constraint programming, artificial intelligence, and operations research. 20th international conference, CPAIOR 2023, Nice, France, May 29 – June 1, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13884, 299-319 (2023).
CasTformer: a novel cascade transformer towards predicting information diffusion. (English) Zbl 1522.91195
Reviewer: Yilun Shang (Newcastle upon Tyne)
Masking and purifying inputs for blocking textual adversarial attacks. (English) Zbl 07741615
MSC:
68T07
Semantic guided level-category hybrid prediction network for hierarchical image classification. (English) Zbl 07741313
MSC:
68U10
Randomized low-rank approximation for symmetric indefinite matrices. (English) Zbl 1522.65068
MSC:
65F55
Computational approaches to developing the implicit media bias dataset: assessing political orientations of nonpolitical news articles. (English) Zbl 07736266
Are the BERT family zero-shot learners? A study on their potential and limitations. (English) Zbl 07732228
MSC:
68Txx
Semi-supervised node classification via semi-global graph transformer based on homogeneity augmentation. (English) Zbl 1518.68308
A generalized dialogue graph construction and visualization based on a corpus of dialogues. (Russian. English summary) Zbl 07724173
Thirty-six years of contributions to queueing systems: a content analysis, topic modeling, and graph-based exploration of research published in the QUESTA journal. (English) Zbl 1519.90060
MSC:
90B22
Can language models automate data wrangling? (English) Zbl 07712823
MSC:
68T05
A transformer-based model for default prediction in mid-cap corporate markets. (English) Zbl 07709111
MSC:
90Bxx
Unitary recurrent networks: algebraic and linear structures for syntax. (English) Zbl 1516.91054
Lappin, Shalom (ed.) et al., Algebraic structures in natural language. Boca Raton, FL: CRC Press. 243-277 (2023).
Improving logical flow in English-as-a-foreign-language learner essays by reordering sentences. (English) Zbl 07702962
MSC:
68Txx
The quarks of attention: structure and capacity of neural attention building blocks. (English) Zbl 07702943
MSC:
68Txx
Search-engine-augmented dialogue response generation with cheaply supervised query production. (English) Zbl 07702941
MSC:
68Txx
Expanding the prediction capacity in long sequence time-series forecasting. (English) Zbl 07702934
MSC:
68Txx
Deep learning’s shallow gains: a comparative evaluation of algorithms for automatic music generation. (English) Zbl 07702719
MSC:
68T05
A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety. (English) Zbl 07702703
MSC:
68T05
DAFS: a domain aware few shot generative model for event detection. (English) Zbl 07702693
MSC:
68T05
Approaching STEP file analysis as a language processing task: a robust and scale-invariant solution for machining feature recognition. (English) Zbl 07698190
Fine-tuning transformers: vocabulary transfer. (English) Zbl 07698047
MSC:
68Txx
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