Publications

On Mitigating Code LLM Hallucinations with API Documentation

Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali Krishna Ramanathan, Varun Kumar

International Conference on Software Engineering (ICSE) - Software Engineering in Practice Track, 2025

CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion

Yangruibo Ding*, Zijian Wang*, Wasi Ahmad*, Hantian Ding, Ming Tan, Nihal Jain, Murali Krishna Ramanathan, Ramesh Nallapati, Parminder Bhatia, Dan Roth, Bing Xiang

NeurIPS (Datasets and Benchmarks Track), 2023

ArXiv | Code |

ContraCLM: Contrastive Learning For Causal Language Model

Nihal Jain*, Dejiao Zhang*, Wasi Uddin Ahmad*, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023

Paper | ArXiv | Code |

MultiViz: Towards Visualizing and Understanding Multimodal Models

Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov

International Conference on Learning Representations (ICLR), 2023

ArXiv | Code |

Self-supervised Multi-view Disentanglement for Expansion of Visual Collections

Nihal Jain, Praneetha Vaddamanu, Paridhi Maheshwari, Vishwa Vinay, Kuldeep Kulkarni

ACM International Conference on Web Search and Data Mining (WSDM), 2023

Paper | ArXiv |

Inspiration Retrieval for Visual Exploration

Nihal Jain, Praneetha Vaddamanu, Paridhi Maheshwari, Vishwa Vinay, Kuldeep Kulkarni

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design, 2021

Paper |

Generating Compositional Color Representations from Text

Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay

ACM International Conference on Information & Knowledge Management (CIKM), 2021

Paper | ArXiv |

A novel approach to use semantic segmentation based deep learning networks to classify multi-temporal SAR data

Aryan Mehra, Nihal Jain, Hari Shanker Srivastava

Geocarto International, 2020

Paper |