Nikesh Garera

According to our database, Nikesh Garera authored at least 44 papers between 2005 and 2024.

Collaborative distances:

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

2024

A Teacher Is Worth A Million Instructions.

Nikhil Kothari, Ravindra Nayak, Shreyas Shetty, Amey Patil, Nikesh Garera

CoRR, 2024

Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM.

Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Tejpalsingh Siledar, Swaroop Nath, Pushpak Bhattacharyya, Swaprava Nath, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Sudhanshu Shekhar Singh, Nikesh Garera

CoRR, 2024

Product Description and QA Assisted Self-Supervised Opinion Summarization.

Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya

CoRR, 2024

Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization.

Swaroop Nath, Tejpalsingh Siledar, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Harshad Khadilkar, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera

CoRR, 2024

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation.

Tejpalsingh Siledar, Swaroop Nath, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Swaprava Nath, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera

CoRR, 2024

Product Description and QA Assisted Self-Supervised Opinion Summarization.

Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation.

Tejpalsingh Siledar, Swaroop Nath, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Swaprava Nath, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera

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

2023

Building Accurate Low Latency ASR for Streaming Voice Search.

Abhinav Goyal, Nikesh Garera

CoRR, 2023

Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints.

Raviraj Joshi, Nikesh Garera

Proceedings of the Speech and Computer - 25th International Conference, 2023

Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning.

Raviraj Joshi, Nikesh Garera

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce.

Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya

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

Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards.

Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah

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

Label efficient semi-supervised conversational intent classification.

Mandar Kulkarni, Kyung Kim, Nikesh Garera, Anusua Trivedi

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Domain-specific transformer models for query translation.

Mandar Kulkarni, Nikesh Garera, Anusua Trivedi

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce.

Abhinav Goyal, Nikesh Garera

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Study of Encoder-Decoder Architectures for Code-Mix Search Query Translation.

Mandar Kulkarni, Soumya Chennabasavaraj, Nikesh Garera

CoRR, 2022

Vernacular Search Query Translation with Unsupervised Domain Adaptation.

Mandar Kulkarni, Nikesh Garera

CoRR, 2022

Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation.

Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah

Proceedings of the Seventh Conference on Machine Translation, 2022

Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints.

Amey Patil, Nikesh Garera

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Deploying Unified BERT Moderation Model for E-Commerce Reviews.

Ravindra Nayak, Nikesh Garera

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English.

Abhinav Goyal, Anupam Singh, Nikesh Garera

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Pre-training Synthetic Cross-lingual Decoder for Multilingual Samples Adaptation in E-Commerce Neural Machine Translation.

Kamal Kumar Gupta, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

ReviewMT: Sentiment Preserved E-Commerce Review Translation System.

Kamal Kumar Gupta, Divya Kumari, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Low Resource Chat Translation: A Benchmark for Hindi-English Language Pair.

Baban Gain, Ramakrishna Appicharla, Asif Ekbal, Muthusamy Chelliah, Soumya Chennabasavraj, Nikesh Garera

Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2022

2021

Answer Generation for Questions With Multiple Information Sources in E-Commerce.

Anand A. Rajasekar, Nikesh Garera

CoRR, 2021

Sentiment Preservation in Review Translation using Curriculum-based Re-inforcement Framework.

Divya Kumari, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

Product Review Translation using Phrase Replacement and Attention Guided Noise Augmentation.

Kamal Kumar Gupta, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

2013

Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach.

Rohit Kumar, Digvijay S. Lamba, Nikesh Garera, Mitul Tiwari, Xiaoyong Chai, Sanjib Das, Sri Subramaniam, Anand Rajaraman, Venky Harinarayan, AnHai Doan

Proc. VLDB Endow., 2013

Social Media Analytics: The Kosmix Story.

Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Rohit Kumar, Wang Lam, Digvijay S. Lamba, Lu Liu, Mitul Tiwari, Michel Tourn, Zoheb Vacheri, STS Prasad, Sri Subramaniam, Venky Harinarayan, Anand Rajaraman, Adel Ardalan, Sanjib Das, Paul Suganthan G. C., AnHai Doan

IEEE Data Eng. Bull., 2013

2009

HLTCOE Approaches to Knowledge Base Population at TAC 2009.

Paul McNamee, Mark Dredze, Adam Gerber, Nikesh Garera, Tim Finin, James Mayfield, Christine D. Piatko, Delip Rao, David Yarowsky, Markus Dreyer

Proceedings of the Second Text Analysis Conference, 2009

Structural, Transitive and Latent Models for Biographic Fact Extraction.

Nikesh Garera, David Yarowsky

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences.

Nikesh Garera, Chris Callison-Burch, David Yarowsky

Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

Arabic Cross-Document Coreference Resolution.

Asad B. Sayeed, Tamer Elsayed, Nikesh Garera, David Alexander, Tan Xu, Douglas W. Oard, David Yarowsky, Christine D. Piatko

Proceedings of the ACL 2009, 2009

Modeling Latent Biographic Attributes in Conversational Genres.

Nikesh Garera, David Yarowsky

Proceedings of the ACL 2009, 2009

Cross-Document Coreference Resolution: A Key Technology for Learning by Reading.

James Mayfield, David Alexander, Bonnie J. Dorr, Jason Eisner, Tamer Elsayed, Tim Finin, Clayton Fink, Marjorie Freedman, Nikesh Garera, Paul McNamee, Saif M. Mohammad, Douglas W. Oard, Christine D. Piatko, Asad B. Sayeed, Zareen Syed, Ralph M. Weischedel, Tan Xu, David Yarowsky

Proceedings of the Learning by Reading and Learning to Read, 2009

2008

Minimally Supervised Multilingual Taxonomy and Translation Lexicon Induction.

Nikesh Garera, David Yarowsky

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Translating Compounds by Learning Component Gloss Translation Models via Multiple Languages.

Nikesh Garera, David Yarowsky

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

2007

JHU1 : An Unsupervised Approach to Person Name Disambiguation using Web Snippets.

Delip Rao, Nikesh Garera, David Yarowsky

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Learning from the Report-writing Behavior of Individuals.

Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky

Proceedings of the IJCAI 2007, 2007

The role of documents vs. queries in extracting class attributes from text.

Marius Pasca, Benjamin Van Durme, Nikesh Garera

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

A Briefing Tool that Learns Individual Report-Writing Behavior.

Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Learning algorithms for online principal-agent problems (and selling goods online).

Vincent Conitzer, Nikesh Garera

Proceedings of the Machine Learning, 2006

Resolving and Generating Definite Anaphora by Modeling Hypernymy using Unlabeled Corpora.

Nikesh Garera, David Yarowsky

Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

2005

Briefing Assistant: Learning Human Summarization Behavior over Time.

Nikesh Garera, Alexander I. Rudnicky

Proceedings of the Persistent Assistants: Living and Working with AI, 2005