Results 91 to 100 of about 10,871,908 (293)

StructmRNA a BERT based model with dual level and conditional masking for mRNA representation

Scientific Reports
In this study, we introduce StructmRNA, a new BERT-based model that was designed for the detailed analysis of mRNA sequences and structures. The success of DNABERT in understanding the intricate language of non-coding DNA with bidirectional encoder ...
Sepideh Nahali, Leila Safari, Alireza Khanteymoori, Jimmy Huang   +3 more
doaj   +1 more source

Software Support for Discourse-Based Textual Information Analysis: A Systematic Literature Review and Software Guidelines in Practice

Information, 2020
The intrinsic characteristics of humanities research require technological support and software assistance that also necessarily goes through the analysis of textual narratives. When these narratives become increasingly complex, pragmatics analysis (i.e.,
Patricia Martin-Rodilla, Miguel Sánchez
doaj   +1 more source

A framework for investigating the interaction in information retrieval [PDF]

, 1999
To increase retrieval effectiveness, information retrieval systems must offer better supports to users in their information seeking activities. To achieve this, one major concern is to obtain a better understanding of the nature of the interaction ...
Lalmas, M., Ruthven, I.
core   +1 more source

A Survey on Adversarial Information Retrieval on the Web [PDF]

arXiv, 2019
This survey paper discusses different forms of malicious techniques that can affect how an information retrieval model retrieves documents for a query and their remedies.
arxiv  

Large scale evaluations of multimedia information retrieval: the TRECVid experience [PDF]

, 2005
Information Retrieval is a supporting technique which underpins a broad range of content-based applications including retrieval, filtering, summarisation, browsing, classification, clustering, automatic linking, and others.
G. Kazai, J.G. Fiscus
core   +2 more sources

Rhetorical relations for information retrieval [PDF]

, 2017
Typically, every part in most coherent text has some plausible reason for its presence, some function that it performs to the overall semantics of the text. Rhetorical relations, e.g.
Larsen, Birger, Lioma, Christina, Lu, Wei   +2 more
core  

Robust Information Retrieval

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
Beyond effectiveness, the robustness of an information retrieval (IR) system is increasingly attracting attention. When deployed, a critical technology such as IR should not only deliver strong performance on average but also have the ability to handle a variety of exceptional situations.
Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke   +3 more
openaire   +2 more sources

Optimizing poultry audio signal classification with deep learning and burn layer fusion

Journal of Big Data
This study introduces a novel deep learning-based approach for classifying poultry audio signals, incorporating a custom Burn Layer to enhance model robustness.
Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Nora El-Rashidy   +4 more
doaj   +1 more source

Privacy-Preserving Data Sharing and Computing for Outsourced Policy Iteration with Attempt Records from Multiple Users

Applied Sciences
Reinforcement learning is a machine learning framework that relies on a lot of trial-and-error processes to learn the best policy to maximize the cumulative reward through the interaction between the agent and the environment.
Bangyan Chen, Jun Ye
doaj   +1 more source

Context generation and information retrieval [PDF]

, 1996
The interaction between a user and an information retrieval system can be viewed as a dialogue in which both participants are trying to interpret the others' actions in the light of previous experience. The sys- tem then must try to generate a context in
Ruthven, I., van Rijsbergen, C.J.
core