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Conference and Workshop Papers
- 2024
[c26]Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth:
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) 2024: 1137-1160- 2023
- [c25]Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati:
Masked Audio Text Encoders are Effective Multi-Modal Rescorers. ACL (Findings) 2023: 10718-10730 - [c24]Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth:
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale. ACL (1) 2023: 11833-11856 - [c23]Veera Raghavendra Elluru, Devang Kulshreshtha, Rohit Paturi, Sravan Bodapati, Srikanth Ronanki:
Generalized Zero-Shot Audio-to-Intent Classification. ASRU 2023: 1-8 - [c22]Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts:
Multi-teacher Distillation for Multilingual Spelling Correction. EMNLP (Industry Track) 2023: 142-151 - [c21]Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Raghavendra Elluru, Srikanth Ronanki, Sravan Bodapati:
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR. EMNLP (Industry Track) 2023: 364-371 - [c20]Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati:
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs. EMNLP (Industry Track) 2023: 631-639 - [c19]Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff:
Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation. ICASSP 2023: 1-5 - [c18]Xilai Li, Goeric Huybrechts, Srikanth Ronanki, Jeff Farris, Sravan Bodapati:
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR. ICASSP 2023: 1-5 - [c17]Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff:
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer. INTERSPEECH 2023: 1658-1662 - [c16]Devang Kulshreshtha, Saket Dingliwal, Brady Houston, Sravan Bodapati:
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages. INTERSPEECH 2023: 3302-3306 - [c15]Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff:
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters. INTERSPEECH 2023: 3362-3366 - [c14]Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff:
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. INTERSPEECH 2023: 4079-4083 - 2022
- [c13]Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff:
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. ICASSP 2022: 7887-7891 - [c12]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. INTERSPEECH 2022: 684-688 - [c11]Dhanush Bekal, Sundararajan Srinivasan, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff:
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems. INTERSPEECH 2022: 1091-1095 - [c10]Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati:
Personalization of CTC Speech Recognition Models. SLT 2022: 302-309 - 2021
- [c9]Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff:
Remember the Context! ASR Slot Error Correction Through Memorization. ASRU 2021: 236-243 - [c8]Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff:
Neural Inverse Text Normalization. ICASSP 2021: 7573-7577 - [c7]Nilaksh Das, Sravan Bodapati, Monica Sunkara, Sundararajan Srinivasan, Duen Horng Chau:
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning. Interspeech 2021: 1314-1318 - [c6]Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff:
Adapting Long Context NLM for ASR Rescoring in Conversational Agents. Interspeech 2021: 3246-3250 - 2020
- [c5]Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff:
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech. INTERSPEECH 2020: 4911-4915 - 2019
- [c4]Sravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan:
Robustness to Capitalization Errors in Named Entity Recognition. W-NUT@EMNLP 2019: 237-242 - [c3]Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar:
Multi Sense Embeddings from Topic Models. ICNLSP 2019: 34-41 - 2018
- [c2]Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan:
A Machine Learning Approach to Detecting Start Reading Location of eBooks. ICBK 2018: 227-234 - [c1]Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan:
A Machine Learning Approach to Detecting Start Reading Location of eBooks. ICDM Workshops 2018: 1522-1529
Informal and Other Publications
- 2024
- [i29]Aparna Elangovan, Ling Liu, Lei Xu, Sravan Bodapati, Dan Roth:
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. CoRR abs/2405.18638 (2024) - [i28]Qizhang Feng, Siva Rajesh Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati:
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment. CoRR abs/2407.06443 (2024) - [i27]Aparna Elangovan, Jongwoo Ko, Lei Xu, Mahsa Elyasi, Ling Liu, Sravan Bodapati, Dan Roth:
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. CoRR abs/2410.03775 (2024) - 2023
- [i26]Xilai Li, Goeric Huybrechts, Srikanth Ronanki, Jeff Farris, Sravan Bodapati:
Dynamic Chuck Convolution for Unified Streaming And Non-streaming Conformer ASR. CoRR abs/2304.09325 (2023) - [i25]Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff:
Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation. CoRR abs/2305.03837 (2023) - [i24]Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati:
Masked Audio Text Encoders are Effective Multi-Modal Rescorers. CoRR abs/2305.07677 (2023) - [i23]Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff:
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer. CoRR abs/2306.08175 (2023) - [i22]Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff:
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters. CoRR abs/2307.00453 (2023) - [i21]Devang Kulshreshtha, Saket Dingliwal, Brady Houston, Sravan Bodapati:
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages. CoRR abs/2307.00759 (2023) - [i20]Veera Raghavendra Elluru, Devang Kulshreshtha, Rohit Paturi, Sravan Bodapati, Srikanth Ronanki:
Generalized zero-shot audio-to-intent classification. CoRR abs/2311.02482 (2023) - [i19]Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati:
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs. CoRR abs/2311.08402 (2023) - [i18]Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts:
Multi-teacher Distillation for Multilingual Spelling Correction. CoRR abs/2311.11518 (2023) - 2022
- [i17]Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati:
Personalization of CTC Speech Recognition Models. CoRR abs/2210.09510 (2022) - [i16]Dhanush Bekal, Sundararajan Srinivasan, Sravan Bodapati, Srikanth Ronanki, Katrin Kirchhoff:
Device Directedness with Contextual Cues for Spoken Dialog Systems. CoRR abs/2211.13280 (2022) - [i15]Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth:
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale. CoRR abs/2212.09095 (2022) - 2021
- [i14]Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff:
Neural Inverse Text Normalization. CoRR abs/2102.06380 (2021) - [i13]Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff:
"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents. CoRR abs/2104.11070 (2021) - [i12]Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff:
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling. CoRR abs/2106.09532 (2021) - [i11]Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff:
Remember the context! ASR slot error correction through memorization. CoRR abs/2109.05092 (2021) - [i10]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Efficient domain adaptation of language models in ASR systems using Prompt-tuning. CoRR abs/2110.06502 (2021) - [i9]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. CoRR abs/2112.08718 (2021) - 2020
- [i8]Sahika Genc, Sunil Mallya, Sravan Bodapati, Tao Sun, Yunzhe Tao:
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks. CoRR abs/2001.00605 (2020) - [i7]Monica Sunkara, Srikanth Ronanki, Kalpit Dixit, Sravan Bodapati, Katrin Kirchhoff:
Robust Prediction of Punctuation and Truecasing for Medical ASR. CoRR abs/2007.02025 (2020) - [i6]Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff:
Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech. CoRR abs/2008.00702 (2020) - [i5]Cheng-I Lai, Jin Cao, Sravan Bodapati, Shang-Wen Li:
Towards Semi-Supervised Semantics Understanding from Speech. CoRR abs/2011.06195 (2020) - 2019
- [i4]Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar:
Multi Sense Embeddings from Topic Models. CoRR abs/1909.07746 (2019) - [i3]Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan:
Neural Word Decomposition Models for Abusive Language Detection. CoRR abs/1910.01043 (2019) - [i2]Sravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan:
Robustness to Capitalization Errors in Named Entity Recognition. CoRR abs/1911.05241 (2019) - [i1]Sunil Mallya, J. Marc Overhage, Sravan Bodapati, Navneet Srivastava, Sahika Genc:
SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability. CoRR abs/1911.05370 (2019)
Coauthor Index
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