Monica Sunkara

36 papers A* 2A 3C 1Misc 3Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Study on Leveraging Search and Self-Feedback for Agent Reasoning. CoRR Karthikeyan K, Michelle Yuan, Elman Mansimov, Katerina Margatina, Anurag Pratik, Daniele Bonadiman, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025	J	`jnl`	Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection. CoRR Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, Monica Sunkara
2025	—	`conf`	CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions. ACL (1) Tamer Alkhouli, Katerina Margatina, James Gung, Raphael Shu, Claudia Zaghi, Monica Sunkara, Yi Zhang
2025	J	`jnl`	CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions. CoRR Tamer Alkhouli, Katerina Margatina, James Gung, Raphael Shu, Claudia Zaghi, Monica Sunkara, Yi Zhang
2025	A*	`conf`	MemInsight: Autonomous Memory Augmentation for LLM Agents. EMNLP Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025	J	`jnl`	MemInsight: Autonomous Memory Augmentation for LLM Agents. CoRR Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025	J	`jnl`	Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development. CoRR Ming Shen, Raphael Shu, Anurag Pratik, James Gung, Yubin Ge, Monica Sunkara, Yi Zhang
2025	A*	`conf`	SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection. EMNLP Yubin Ge, Salvatore Romeo, Jason Cai, Monica Sunkara, Yi Zhang
2025	J	`jnl`	SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection. CoRR Yubin Ge, Salvatore Romeo, Jason Cai, Monica Sunkara, Yi Zhang
2025	—	`conf`	TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues. ACL (Findings) Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Yassine Benajiba, Monica Sunkara, Yi Zhang
2025	J	`jnl`	TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues. CoRR Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Monica Sunkara, Yassine Benajiba, Yi Zhang
2024	—	`conf`	CERET: Cost-Effective Extrinsic Refinement for Text Generation. NAACL-HLT Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
2024	J	`jnl`	CERET: Cost-Effective Extrinsic Refinement for Text Generation. CoRR Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
2024	J	`jnl`	Inference time LLM alignment in single and multidomain preference spectrum. CoRR Sadat Shahriar, Zheng Qi, Nikolaos Pappas, Srikanth Doss, Monica Sunkara, Kishaloy Halder, Manuel Mager, Yassine Benajiba
2024	J	`jnl`	RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration. CoRR Young-Min Cho, Raphael Shu, Nilaksh Das, Tamer Alkhouli, Yi-An Lai, Jason Cai, Monica Sunkara, Yi Zhang
2024	J	`jnl`	SpeechVerse: A Large-scale Generalizable Audio Language Model. CoRR 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
2024	J	`jnl`	Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications. CoRR Raphael Shu, Nilaksh Das, Michelle Yuan, Monica Sunkara, Yi Zhang
2023	—	`conf`	Adaptation Approaches for Nearest Neighbor Language Models. ACL (Findings) Rishabh Bhardwaj, George Polovets, Monica Sunkara
2023	J	`jnl`	Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation. CoRR Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff
2023	Misc	`conf`	Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation. ICASSP Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff
2023	—	`conf`	Masked Audio Text Encoders are Effective Multi-Modal Rescorers. ACL (Findings) Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati
2023	J	`jnl`	Masked Audio Text Encoders are Effective Multi-Modal Rescorers. CoRR Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati
2022	J	`jnl`	Adaptation Approaches for Nearest Neighbor Language Models. CoRR Rishabh Bhardwaj, George Polovets, Monica Sunkara
2022	Misc	`conf`	Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. ICASSP Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff
2022	—	`conf`	Personalization of CTC Speech Recognition Models. SLT Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati
2022	J	`jnl`	Personalization of CTC Speech Recognition Models. CoRR Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati
2021	J	`jnl`	"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents. CoRR Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
2021	A	`conf`	Adapting Long Context NLM for ASR Rescoring in Conversational Agents. Interspeech Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
2021	A	`conf`	Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning. Interspeech Nilaksh Das, Sravan Bodapati, Monica Sunkara, Sundararajan Srinivasan, Duen Horng Chau
2021	Misc	`conf`	Neural Inverse Text Normalization. ICASSP Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff
2021	J	`jnl`	Neural Inverse Text Normalization. CoRR Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff
2021	C	`conf`	Remember the Context! ASR Slot Error Correction Through Memorization. ASRU Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
2021	J	`jnl`	Remember the context! ASR slot error correction through memorization. CoRR Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
2020	A	`conf`	Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech. INTERSPEECH Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff
2020	J	`jnl`	Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech. CoRR Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff
2020	J	`jnl`	Robust Prediction of Punctuation and Truecasing for Medical ASR. CoRR Monica Sunkara, Srikanth Ronanki, Kalpit Dixit, Sravan Bodapati, Katrin Kirchhoff