110 citations · 120 across the 15 of their papers we have counts for
3 papers · 1 filter
BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation
Fahim Ahmed, Md Mubtasim Ahasan, Jahir Sadik Monon +4
Text-to-SQL systems provide a natural language interface that can enable even laymen to access information stored in databases. However, existing Large Language Models (LLM) strugg…
MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?
Muntasir Wahed, Xiaona Zhou, Kiet A. Nguyen +5
Recent advancements in Large Language Models (LLMs) have significantly enhanced their code generation capabilities. However, their robustness against adversarial misuse, particular…
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion
Muntasir Wahed, Daniel Gruhl, Alfredo Alba +5
Recent advances in text representation have shown that training on large amounts of text is crucial for natural language understanding. However, models trained without predefined n…