Search Results for author: Shashidhar Reddy Javaji

Found 7 papers, 1 papers with code

LLM-Generated Black-box Explanations Can Be Adversarially Helpful

1 code implementation10 May 2024 Rohan Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu

Most LLMs are not able to find alternative paths along simple graphs, indicating that their misleading explanations aren't produced by only logical deductions using complex knowledge.

Navigate

Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities

no code implementations7 Oct 2023 Krutika Sarode, Shashidhar Reddy Javaji, Vishal Kalakonnavar

This research focuses on utilizing natural language processing techniques to predict stock price fluctuations, with a specific interest in early detection of economic, political, social, and technological changes that can be leveraged for capturing market opportunities.

Decision Making Language Modelling +1

Hybrid Recommendation System using Graph Neural Network and BERT Embeddings

no code implementations7 Oct 2023 Shashidhar Reddy Javaji, Krutika Sarode

The hybridization of the GNN and transformer embeddings enables us to capture both inter-level and intra-level features of anime data. Our model not only recommends anime to users but also predicts the rating a specific user would give to an anime.

Graph Neural Network Link Prediction +2

Hybrid Genetic Algorithm and Hill Climbing Optimization for the Neural Network

no code implementations24 Aug 2023 Krutika Sarode, Shashidhar Reddy Javaji

The genetic algorithm is used for selecting and breeding the fittest chromosomes to generate new offspring.

Multi-BERT for Embeddings for Recommendation System

no code implementations24 Aug 2023 Shashidhar Reddy Javaji, Krutika Sarode

We evaluate our model on a book recommendation task and demonstrate its effectiveness in generating more semantically rich and accurate document embeddings.

Recommendation Systems Sentence

Automated ensemble method for pediatric brain tumor segmentation

no code implementations14 Aug 2023 Shashidhar Reddy Javaji, Sovesh Mohapatra, Advait Gosai, Gottfried Schlaug

Brain tumors remain a critical global health challenge, necessitating advancements in diagnostic techniques and treatment methodologies.

Brain Tumor Segmentation Data Augmentation +1

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