16 citations · 16 across the 5 of their papers we have counts for
5 papers
PragWorld: A Benchmark Evaluating LLMs' Local World Model under Minimal Linguistic Alterations and Conversational Dynamics
Sachin Vashistha, Aryan Bibhuti, Atharva Naik +2
Real-world conversations are rich with pragmatic elements, such as entity mentions, references, and implicatures. Understanding such nuances is a requirement for successful natural…
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das +2
To understand the complexity of sequence classification tasks, Hahn et al. (2021) proposed sensitivity as the number of disjoint subsets of the input sequence that can each be indi…
The Impact of Data Dependence, Convergence and Stability by Iterative Algorithms
Akansha Tyagi, Sachin Vashistha
This article aims to present the algorithm, a novel two-step iterative approach for approximating fixed points of weak contractions within complete normed linear spaces. The a…
Approximating the common fixed point of enriched interpolative matkowski type mapping in Banach space
Akansha Tyagi, Sachin Vashistha
In the Normed space theory, the existence of fixed points is one of the main tools in improving efficiency of iterative algorithms in optimization, numerical analysis and various m…
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks
Abhinav Rao, Sachin Vashistha, Atharva Naik +2
Recent explorations with commercial Large Language Models (LLMs) have shown that non-expert users can jailbreak LLMs by simply manipulating their prompts; resulting in degenerate o…