Sravan Babu Bodapati

According to our database, Sravan Babu Bodapati authored at least 39 papers between 2018 and 2024.

Collaborative distances:

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

2024

Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning.

Sullam Jeoung, Goeric Huybrechts, Bhavana Ganesh, Aram Galstyan, Sravan Bodapati

CoRR, 2024

SeRA: Self-Reviewing and Alignment of Large Language Models using Implicit Reward Margins.

Jongwoo Ko, Saket Dingliwal, Bhavana Ganesh, Sailik Sengupta, Sravan Bodapati, Aram Galstyan

CoRR, 2024

Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge.

Aparna Elangovan, Jongwoo Ko, Lei Xu, Mahsa Elyasi, Ling Liu, Sravan Bodapati, Dan Roth

CoRR, 2024

Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment.

Qizhang Feng, Siva Rajesh Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati

CoRR, 2024

ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models.

Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth

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

2023

Dynamic Chuck Convolution for Unified Streaming And Non-streaming Conformer ASR.

Xilai Li, Goeric Huybrechts, Srikanth Ronanki, Jeff Farris, Sravan Bodapati

CoRR, 2023

Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages.

Devang Kulshreshtha, Saket Dingliwal, Brady Houston, Sravan Bodapati

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer.

Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters.

Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference.

Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR.

Xilai Li, Goeric Huybrechts, Srikanth Ronanki, Jeff Farris, Sravan Bodapati

Proceedings of the IEEE International Conference on Acoustics, 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

Multi-teacher Distillation for Multilingual Spelling Correction.

Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR.

Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Raghavendra Elluru, Srikanth Ronanki, Sravan Bodapati

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Retrieve and Copy: Scaling ASR Personalization to Large Catalogs.

Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Generalized Zero-Shot Audio-to-Intent Classification.

Veera Raghavendra Elluru, Devang Kulshreshtha, Rohit Paturi, Sravan Bodapati, Srikanth Ronanki

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 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

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale.

Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Device Directedness with Contextual Cues for Spoken Dialog Systems.

Dhanush Bekal, Sundararajan Srinivasan, Sravan Bodapati, Srikanth Ronanki, Katrin Kirchhoff

CoRR, 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

Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems.

Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Contextual Acoustic Barge-In Classification for Spoken Dialog Systems.

Dhanush Bekal, Sundararajan Srinivasan, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 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

Efficient domain adaptation of language models in ASR systems using Prompt-tuning.

Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff

CoRR, 2021

ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling.

Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff

CoRR, 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

Towards Semi-Supervised Semantics Understanding from Speech.

Cheng-I Lai, Jin Cao, Sravan Bodapati, Shang-Wen Li

CoRR, 2020

Robust Prediction of Punctuation and Truecasing for Medical ASR.

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

CoRR, 2020

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks.

Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao

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

2019

SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability.

Sunil Mallya, J. Marc Overhage, Sravan Bodapati, Navneet Srivastava, Sahika Genc

CoRR, 2019

Neural Word Decomposition Models for Abusive Language Detection.

Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan

CoRR, 2019

Multi Sense Embeddings from Topic Models.

Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar

Proceedings of the 3rd International Conference on Natural Language and Speech Processing, 2019

Robustness to Capitalization Errors in Named Entity Recognition.

Sravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

2018

A Machine Learning Approach to Detecting Start Reading Location of eBooks.

Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018