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Pradeep Dasigi

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OLMo: Accelerating the Science of Language Models

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Feb 07, 2024
Dirk Groeneveld, Iz Beltagy, Pete Walsh, Akshita Bhagia, Rodney Kinney, Oyvind Tafjord, Ananya Harsh Jha, Hamish Ivison, Ian Magnusson, Yizhong Wang, Shane Arora, David Atkinson, Russell Authur, Khyathi Raghavi Chandu, Arman Cohan, Jennifer Dumas, Yanai Elazar, Yuling Gu, Jack Hessel, Tushar Khot, William Merrill, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Valentina Pyatkin, Abhilasha Ravichander, Dustin Schwenk, Saurabh Shah, Will Smith, Emma Strubell, Nishant Subramani, Mitchell Wortsman, Pradeep Dasigi, Nathan Lambert, Kyle Richardson, Luke Zettlemoyer, Jesse Dodge, Kyle Lo, Luca Soldaini, Noah A. Smith, Hannaneh Hajishirzi

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Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

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Nov 20, 2023
Hamish Ivison, Yizhong Wang, Valentina Pyatkin, Nathan Lambert, Matthew Peters, Pradeep Dasigi, Joel Jang, David Wadden, Noah A. Smith, Iz Beltagy, Hannaneh Hajishirzi

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Evaluating In-Context Learning of Libraries for Code Generation

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Nov 16, 2023
Arkil Patel, Siva Reddy, Dzmitry Bahdanau, Pradeep Dasigi

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TRAM: Bridging Trust Regions and Sharpness Aware Minimization

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Oct 05, 2023
Tom Sherborne, Naomi Saphra, Pradeep Dasigi, Hao Peng

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How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources

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Jun 07, 2023
Yizhong Wang, Hamish Ivison, Pradeep Dasigi, Jack Hessel, Tushar Khot, Khyathi Raghavi Chandu, David Wadden, Kelsey MacMillan, Noah A. Smith, Iz Beltagy, Hannaneh Hajishirzi

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Inference-time Re-ranker Relevance Feedback for Neural Information Retrieval

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May 19, 2023
Revanth Gangi Reddy, Pradeep Dasigi, Md Arafat Sultan, Arman Cohan, Avirup Sil, Heng Ji, Hannaneh Hajishirzi

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LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization

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Jan 30, 2023
Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo

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AGRO: Adversarial Discovery of Error-prone groups for Robust Optimization

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Dec 08, 2022
Bhargavi Paranjape, Pradeep Dasigi, Vivek Srikumar, Luke Zettlemoyer, Hannaneh Hajishirzi

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Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

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Dec 01, 2022
Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi

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Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets

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Mar 24, 2022
Yuxiang Wu, Matt Gardner, Pontus Stenetorp, Pradeep Dasigi

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