Rishabh Bhardwaj

According to our database, Rishabh Bhardwaj authored at least 34 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Manufacturing domain instruction comprehension using synthetic data.

Kritika Johari, Christopher Tay Zi Tong, Rishabh Bhardwaj, Vigneshwaran Subbaraju, Jung-Jae Kim, U-Xuan Tan

Vis. Comput., November, 2024

Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse.

Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria

CoRR, 2024

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique.

Pala Tej Deep, Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria

CoRR, 2024

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models.

Prannaya Gupta, Le Qi Yau, Hao Han Low, I-Shiang Lee, Hugo Maximus Lim, Yu Xin Teoh, Jia Hng Koh, Dar Win Liew, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria

CoRR, 2024

Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming.

Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria

CoRR, 2024

DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling.

Pala Tej Deep, Rishabh Bhardwaj, Soujanya Poria

CoRR, 2024

Eye movement analysis for real-world settings using segmented linear regression.

Kritika Johari, Rishabh Bhardwaj, Jung-Jae Kim, Wei Quin Yow, U-Xuan Tan

Comput. Biol. Medicine, 2024

HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks.

Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic.

Rishabh Bhardwaj, Do Duc Anh, Soujanya Poria

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases.

Rishabh Bhardwaj, Soujanya Poria

CoRR, 2023

Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment.

Rishabh Bhardwaj, Soujanya Poria

CoRR, 2023

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

CoRR, 2023

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.

Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria

CoRR, 2023

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.

Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria

Proceedings of the IEEE International Conference on Acoustics, 2023

Adapter Pruning using Tropical Characterization.

Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers.

Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Adaptation Approaches for Nearest Neighbor Language Models.

Rishabh Bhardwaj, George Polovets, Monica Sunkara

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Towards solving NLP tasks with optimal transport loss.

Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria

J. King Saud Univ. Comput. Inf. Sci., November, 2022

Supplementary Files - Towards Development of an ISFET-based Smart pH Sensor: Enabling Machine Learning for Drift Compensation in IoT Applications.

Soumendu Sinha, Nishad Sahu, Rishabh Bhardwaj, Het Shah, Ravindra Mukhiya, Rishi Sharma

Dataset, May, 2022

Machine Learning on FPGA for Robust Si3N4-gate ISFET pH Sensor in Industrial IoT Applications.

Soumendu Sinha, Nishad Sahu, Rishabh Bhardwaj, Aditya Mehta, Hitesh Ahuja

Dataset, May, 2022

Improving aspect-level sentiment analysis with aspect extraction.

Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain

Neural Comput. Appl., 2022

Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding.

Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi

CoRR, 2022

Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding.

Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks.

Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Federated Distillation of Natural Language Understanding with Confident Sinkhorns.

Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria

CoRR, 2021

Recognizing Emotion Cause in Conversations.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea

Cogn. Comput., 2021

Investigating Gender Bias in BERT.

Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria

Cogn. Comput., 2021

More Identifiable yet Equally Performant Transformers for Text Classification.

Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Temperature and temporal drift compensation for Al₂O₃-gate ISFET-based pH sensor using machine learning techniques.

Soumendu Sinha, Rishabh Bhardwaj, Nishad Sahu, Hitesh Ahuja, Rishi Sharma, Ravindra Mukhiya

Microelectron. J., 2020

Recognizing Emotion Cause in Conversations.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea

CoRR, 2020

Improving Aspect-Level Sentiment Analysis with Aspect Extraction.

Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency

CoRR, 2020

2019

Modeling and simulation of temperature drift for ISFET-based pH sensor and its compensation through machine learning techniques.

Rishabh Bhardwaj, Soumendu Sinha, Nishad Sahu, Sagnik Majumder, Pratik Narang, Ravindra Mukhiya

Int. J. Circuit Theory Appl., 2019

Twitter Homophily: Network Based Prediction of User's Occupation.

Jiaqi Pan, Rishabh Bhardwaj, Wei Lu, Hai Leong Chieu, Xinghao Pan, Ni Yi Puay

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019