Vivek Gupta

Evaluating Inter-Bilingual Semantic Parsing for Indian Languages

2023 · arXiv (Cornell University)

Despite significant progress in Natural Language Generation for Indian languages (IndicNLP), there is a lack of datasets around complex structured tasks such as semantic parsing. One reason for this imminent gap is the complexity of …

H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables

2025

Nikhil Abhyankar, Vivek Gupta, Dan Roth, Chandan K. Reddy. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2025.

Distributional Semantics Meets Multi-Label Learning

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

We present a label embedding based approach to large-scale multi-label learning, drawing inspiration from ideas rooted in distributional semantics, specifically the Skip Gram Negative Sampling (SGNS) approach, widely used to learn word embeddings. Besides leading …