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Found 10 papers, 1 papers with code
InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain?
Task performance and fairness scores of LLaMA and LLaMA--2 models indicate that the proposed $LSS_{\beta}$ metric can effectively determine the readiness of a model for safe usage in the legal sector.
Key-phrase boosted unsupervised summary generation for FinTech organization
Some of the NLP applications such as intent detection, sentiment classification, text summarization can help FinTech organizations to utilize the social media language data to find useful external insights and can be further utilized for downstream NLP tasks.
Are Models Trained on Indian Legal Data Fair?
We highlight the propagation of learnt algorithmic biases in the bail prediction task for models trained on Hindi legal documents.
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages
Across languages and tasks, IndicXTREME contains a total of 105 evaluation sets, of which 52 are new contributions to the literature.
A Survey of Adversarial Defences and Robustness in NLP
In the past few years, it has become increasingly evident that deep neural networks are not resilient enough to withstand adversarial perturbations in input data, leaving them vulnerable to attack.
Knowledge driven Description Synthesis for Floor Plan Interpretation
These two models take advantage of modern deep neural networks for visual feature extraction and text generation.
GRIHA: Synthesizing 2-Dimensional Building Layouts from Images Captured using a Smart Phone
Reconstructing an indoor scene and generating a layout/floor plan in 3D or 2D is a widely known problem.
Usability and Security of Different Authentication Methods for an Electronic Health Records System
From the PLS-SEM analysis, it was found that security has a positive impact on usability for Single sign-on and bio-capsule facial authentication methods.
Cryptography and Security
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways
Dynaswap project reports on developing a coherently integrated and trustworthy holistic secure workflow protection architecture for cyberinfrastructures which can be used on virtual machines deployed through cyberinfrastructure (CI) services such as JetStream.
Cryptography and Security
Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English
Human beings understand natural language description and could able to imagine a corresponding visual for the same.
