Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision…
Investigation of the Impact of Economic and Social Factors on Energy Demand through Natural Language…
Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracyby Anjanava Biswas, Wrick…
SMS Spam Detection and Classification to Combat Abuse in Telephone Networks Using Natural Language Processingby…
Geometric sparsification in recurrent neural networksby Wyatt Mackey, Ioannis Schizas, Jared Deighton, David L. Boothe…
Recent advancements in computational morphology : A comprehensive surveyby Jatayu Baxi, Brijesh BhattFirst submitted to…
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas: A Surveyby…
Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpointby…
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuningby Tianrong Zhang, Zhaohan Xi, Ting Wang, Prasenjit…
Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysisby Sina Sharifi, Mahyar FazlyabFirst…