Monica Sunkara

According to our database, Monica Sunkara authored at least 22 papers between 2020 and 2025.

Collaborative distances:

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

2025

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development.

Ming Shen, Raphael Shu, Anurag Pratik, James Gung, Yubin Ge, Monica Sunkara, Yi Zhang

CoRR, May, 2025

MemInsight: Autonomous Memory Augmentation for LLM Agents.

Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba

CoRR, March, 2025

A Study on Leveraging Search and Self-Feedback for Agent Reasoning.

Karthikeyan K, Michelle Yuan, Elman Mansimov, Katerina Margatina, Anurag Pratik, Daniele Bonadiman, Monica Sunkara, Yi Zhang, Yassine Benajiba

CoRR, February, 2025

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues.

Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Yassine Benajiba, Monica Sunkara, Yi Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions.

Tamer Alkhouli, Katerina Margatina, James Gung, Raphael Shu, Claudia Zaghi, Monica Sunkara, Yi Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications.

Raphael Shu, Nilaksh Das, Michelle Yuan, Monica Sunkara, Yi Zhang

CoRR, 2024

RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration.

Young-Min Cho, Raphael Shu, Nilaksh Das, Tamer Alkhouli, Yi-An Lai, Jason Cai, Monica Sunkara, Yi Zhang

CoRR, 2024

Inference time LLM alignment in single and multidomain preference spectrum.

Sadat Shahriar, Zheng Qi, Nikolaos Pappas, Srikanth Doss, Monica Sunkara, Kishaloy Halder, Manuel Mager, Yassine Benajiba

CoRR, 2024

SpeechVerse: A Large-scale Generalizable Audio Language Model.

Nilaksh Das, Saket Dingliwal, Srikanth Ronanki, Rohit Paturi, Zhaocheng Huang, Prashant Mathur, Jie Yuan, Dhanush Bekal, Xing Niu, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff

CoRR, 2024

CERET: Cost-Effective Extrinsic Refinement for Text Generation.

Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation.

Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff

Proceedings of the IEEE International Conference on Acoustics, 2023

Masked Audio Text Encoders are Effective Multi-Modal Rescorers.

Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati

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

Personalization of CTC Speech Recognition Models.

Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities.

Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents.

Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff

CoRR, 2021

Adapting Long Context NLM for ASR Rescoring in Conversational Agents.

Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning.

Nilaksh Das, Sravan Bodapati, Monica Sunkara, Sundararajan Srinivasan, Duen Horng Chau

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Neural Inverse Text Normalization.

Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the IEEE International Conference on Acoustics, 2021

Remember the Context! ASR Slot Error Correction Through Memorization.

Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Robust Prediction of Punctuation and Truecasing for Medical ASR.

Monica Sunkara, Srikanth Ronanki, Kalpit Dixit, Sravan Bodapati, Katrin Kirchhoff

CoRR, 2020

Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech.

Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020