Search Results for author: Astha Verma

Found 5 papers, 0 papers with code

Context-Enhanced Language Models for Generating Multi-Paper Citations

no code implementations22 Apr 2024 Avinash Anand, Kritarth Prasad, Ujjwal Goel, Mohit Gupta, Naman Lal, Astha Verma, Rajiv Ratn Shah

This research underscores the potential of harnessing LLMs for citation generation, opening a compelling avenue for exploring the intricate connections between scientific documents.

Knowledge Graphs Sentence +1

KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models

no code implementations15 Apr 2024 Avinash Anand, Mohit Gupta, Kritarth Prasad, Ujjwal Goel, Naman Lal, Astha Verma, Rajiv Ratn Shah

Citation Text Generation (CTG) is a task in natural language processing (NLP) that aims to produce text that accurately cites or references a cited document within a source document.

Knowledge Graphs Text Generation +1

MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting

no code implementations11 Apr 2024 Avinash Anand, Janak Kapuriya, Apoorv Singh, Jay Saraf, Naman Lal, Astha Verma, Rushali Gupta, Rajiv Shah

While Large Language Models (LLMs) can achieve human-level performance in various tasks, they continue to face challenges when it comes to effectively tackling multi-step physics reasoning tasks.

Question Answering

Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

no code implementations13 Apr 2023 Astha Verma, Siddhesh Bangar, A V Subramanyam, Naman Lal, Rajiv Ratn Shah, Shin'ichi Satoh

However, these methods suffer from high model variance with low performance on high-dimensional datasets due to the ineffective design of the denoiser and are limited in their utilization of ZO techniques.

Image Reconstruction

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