Improving generalization in language model-based text-to-SQL semantic parsing: Two simple semantic boundary-based techniques D Rai, B Wang, Y Zhou, Z Yao arXiv preprint arXiv:2305.17378, 2023 | 19 | 2023 |
A practical review of mechanistic interpretability for transformer-based language models D Rai, Y Zhou, S Feng, A Saparov, Z Yao arXiv preprint arXiv:2407.02646, 2024 | 9 | 2024 |
Explaining large language model-based neural semantic parsers (student abstract) D Rai, Y Zhou, B Wang, Z Yao Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16308 …, 2023 | 5 | 2023 |
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs D Rai, Z Yao arXiv preprint arXiv:2406.12288, 2024 | 3 | 2024 |
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing D Rai, RR Weiland, KMG Herrera, TH Shaw, Z Yao arXiv preprint arXiv:2410.16283, 2024 | | 2024 |