Nikesh Garera

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Sentiment Classification

Machine Translation

Multiple Information Sources

Resource Constraints

Top Venues

EMNLP (Industry Track)

Publications

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
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM. CoRR (2024)
Nikhil Kothari, Ravindra Nayak, Shreyas Shetty, Amey Patil, Nikesh Garera
A Teacher Is Worth A Million Instructions. CoRR (2024)
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
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization. CoRR (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. ACL (1) (2024)
Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya
Product Description and QA Assisted Self-Supervised Opinion Summarization. CoRR (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. CoRR (2024)
Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce. EMNLP (Findings) (2023)
Mandar Kulkarni, Nikesh Garera, Anusua Trivedi
Domain-specific transformer models for query translation. ACL (industry) (2023)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards. CoRR (2023)
Abhinav Goyal, Nikesh Garera
Building Accurate Low Latency ASR for Streaming Voice Search. CoRR (2023)
Raviraj Joshi, Nikesh Garera
Code-Mixed Text to Speech Synthesis under Low-Resource Constraints. CoRR (2023)
Raviraj Joshi, Nikesh Garera
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. CoRR (2023)
Mandar Kulkarni, Kyung Kim, Nikesh Garera, Anusua Trivedi
Label efficient semi-supervised conversational intent classification. ACL (industry) (2023)
Abhinav Goyal, Nikesh Garera
Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce. ACL (industry) (2023)
Raviraj Joshi, Nikesh Garera
Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints. SPECOM (2) (2023)
Raviraj Joshi, Nikesh Garera
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. PACLIC (2023)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards. EMNLP (Findings) (2023)
Abhinav Goyal, Anupam Singh, Nikesh Garera
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English. EMNLP (Industry Track) (2022)
Baban Gain, Ramakrishna Appicharla, Asif Ekbal, Muthusamy Chelliah, Soumya Chennabasavraj, Nikesh Garera
Low Resource Chat Translation: A Benchmark for Hindi-English Language Pair. AMTA (2022)
Amey Patil, Nikesh Garera
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints. EMNLP (Industry Track) (2022)
Mandar Kulkarni, Soumya Chennabasavaraj, Nikesh Garera
Study of Encoder-Decoder Architectures for Code-Mix Search Query Translation. CoRR (2022)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation. WMT (2022)
Kamal Kumar Gupta, Divya Kumari, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal
ReviewMT: Sentiment Preserved E-Commerce Review Translation System. COMAD/CODS (2022)
Abhinav Goyal, Anupam Singh, Nikesh Garera
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English. CoRR (2022)
Mandar Kulkarni, Nikesh Garera
Vernacular Search Query Translation with Unsupervised Domain Adaptation. CoRR (2022)
Kamal Kumar Gupta, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal
Pre-training Synthetic Cross-lingual Decoder for Multilingual Samples Adaptation in E-Commerce Neural Machine Translation. EAMT (2022)
Ravindra Nayak, Nikesh Garera
Deploying Unified BERT Moderation Model for E-Commerce Reviews. EMNLP (Industry Track) (2022)
Kamal Kumar Gupta, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal
Product Review Translation using Phrase Replacement and Attention Guided Noise Augmentation. MTSummit (1) (2021)
Anand A. Rajasekar, Nikesh Garera
Answer Generation for Questions With Multiple Information Sources in E-Commerce. CoRR (2021)
Divya Kumari, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal
Sentiment Preservation in Review Translation using Curriculum-based Re-inforcement Framework. MTSummit (1) (2021)
Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Abhishek Gattani, 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
Social Media Analytics: The Kosmix Story. IEEE Data Eng. Bull. 36 (3) (2013)
Abhishek Gattani, Digvijay S. Lamba, Nikesh Garera, Mitul Tiwari, Xiaoyong Chai, Sanjib Das, Sri Subramaniam, Anand Rajaraman, Venky Harinarayan, AnHai Doan
Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach. Proc. VLDB Endow. 6 (11) (2013)
Nikesh Garera, David Yarowsky
Modeling Latent Biographic Attributes in Conversational Genres. ACL/IJCNLP (2009)
James Mayfield, David Alexander, Bonnie J. Dorr, Jason Eisner, Tamer Elsayed, Tim Finin, Clayton Fink, Marjorie Freedman, Nikesh Garera, Paul McNamee, Saif Mohammad, Douglas W. Oard, Christine D. Piatko, Asad B. Sayeed, Zareen Syed, Ralph M. Weischedel, Tan Xu, David Yarowsky
Cross-Document Coreference Resolution: A Key Technology for Learning by Reading. AAAI Spring Symposium: Learning by Reading and Learning to Read (2009)
Nikesh Garera, David Yarowsky
Structural, Transitive and Latent Models for Biographic Fact Extraction. EACL (2009)
Asad B. Sayeed, Tamer Elsayed, Nikesh Garera, David Alexander, Tan Xu, Douglas W. Oard, David Yarowsky, Christine D. Piatko
Arabic Cross-Document Coreference Resolution. ACL/IJCNLP (2) (2009)
Nikesh Garera, Chris Callison-Burch, David Yarowsky
Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences. CoNLL (2009)
Paul McNamee, Mark Dredze, Adam Gerber, Nikesh Garera, Tim Finin, James Mayfield, Christine D. Piatko, Delip Rao, David Yarowsky, Markus Dreyer
HLTCOE Approaches to Knowledge Base Population at TAC 2009. TAC (2009)
Nikesh Garera, David Yarowsky
Translating Compounds by Learning Component Gloss Translation Models via Multiple Languages. IJCNLP (2008)
Nikesh Garera, David Yarowsky
Minimally Supervised Multilingual Taxonomy and Translation Lexicon Induction. IJCNLP (2008)
Marius Pasca, Benjamin Van Durme, Nikesh Garera
The role of documents vs. queries in extracting class attributes from text. CIKM (2007)
Delip Rao, Nikesh Garera, David Yarowsky
JHU1 : An Unsupervised Approach to Person Name Disambiguation using Web Snippets. SemEval@ACL (2007)
Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky
Learning from the Report-writing Behavior of Individuals. IJCAI (2007)
Vincent Conitzer, Nikesh Garera
Learning algorithms for online principal-agent problems (and selling goods online). ICML (2006)
Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky
A Briefing Tool that Learns Individual Report-Writing Behavior. ICTAI (2006)
Nikesh Garera, David Yarowsky
Resolving and Generating Definite Anaphora by Modeling Hypernymy using Unlabeled Corpora. CoNLL (2006)
Nikesh Garera, Alexander I. Rudnicky
Briefing Assistant: Learning Human Summarization Behavior over Time. AAAI Spring Symposium: Persistent Assistants: Living and Working with AI (2005)