Ronak Pradeep

According to our database, Ronak Pradeep authored at least 31 papers between 2020 and 2024.

Collaborative distances:

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

2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models.

Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li

CoRR, 2024

Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track.

Ronak Pradeep, Nandan Thakur, Sahel Sharifymoghaddam, Eric Zhang, Ryan Nguyen, Daniel Campos, Nick Craswell, Jimmy Lin

CoRR, 2024

Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels.

Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab

CoRR, 2024

UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor.

Shivani Upadhyay, Ronak Pradeep, Nandan Thakur, Nick Craswell, Jimmy Lin

CoRR, 2024

Vector Search with OpenAI Embeddings: Lucene Is All You Need.

Jasper Xian, Tommaso Teofili, Ronak Pradeep, Jimmy Lin

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Entity Disambiguation via Fusion Entity Decoding.

Junxiong Wang, Ali Mousavi, Omar Attia, Ronak Pradeep, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model.

Ronak Pradeep, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2024

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages.

Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models.

Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin

CoRR, 2023

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

CoRR, 2023

RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

CoRR, 2023

ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral Reading.

Dake Zhang, Ronak Pradeep

CoRR, 2023

Zero-Shot Listwise Document Reranking with a Large Language Model.

Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin

CoRR, 2023

How Does Generative Retrieval Scale to Millions of Passages?

Ronak Pradeep, Kai Hui, Jai Gupta, Ádám D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran

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

Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering.

Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2023

PyGaggle: A Gaggle of Resources for Open-Domain Question Answering.

Ronak Pradeep, Haonan Chen, Lingwei Gu, Manveer Singh Tamber, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2023

2022

Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching.

Ronak Pradeep, Yilin Li, Yuetong Wang, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2.

Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking.

Ronak Pradeep, Yuqi Liu, Xinyu Zhang, Yilin Li, Andrew Yates, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

Another Look at DPR: Reproduction of Training and Replication of Retrieval.

Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin

Proceedings of the Advances in Information Retrieval, 2022

2021

A Replication Study of Dense Passage Retriever.

Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin

CoRR, 2021

Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations.

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

CoRR, 2021

The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models.

Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

CoRR, 2021

Chatty Goose: A Python Framework for Conversational Search.

Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations.

Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Exploring Listwise Evidence Reasoning with T5 for Fact Verification.

Kelvin Jiang, Ronak Pradeep, Jimmy Lin

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Scientific Claim Verification with VerT5erini.

Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021

2020

H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine.

Ronak Pradeep, Xueguang Ma, Xinyu Zhang, Hang Cui, Ruizhou Xu, Rodrigo Frassetto Nogueira, Jimmy Lin

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset.

Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Frassetto Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin

Proceedings of the First Workshop on Scholarly Document Processing, 2020

Document Ranking with a Pretrained Sequence-to-Sequence Model.

Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020