4 papers
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs
Yuval Reif, Roy Schwartz
Large language models (LLMs) have shown remarkable adaptability to diverse tasks, by leveraging context prompts containing instructions, or minimal input-output examples. However,…
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering
Maitreya Patel, Tejas Gokhale, Chitta Baral +1
Videos often capture objects, their visible properties, their motion, and the interactions between different objects. Objects also have physical properties such as mass, which the…
CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion
Maitreya Patel, Mirali Purohit, Jui Shah +1
Recently, Generative Adversarial Networks (GAN)-based methods have shown remarkable performance for the Voice Conversion and WHiSPer-to-normal SPeeCH (WHSP2SPCH) conversion. One of…
Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
Maitreya Patel, Anery Patel, Dr. Ranendu Ghosh
Short-term rainfall forecasting, also known as precipitation nowcasting has become a potentially fundamental technology impacting significant real-world applications ranging from f…