Risultati della ricerca - Kumar, Anoop

FB-RAG: Improving RAG with Forward and Backward Lookup di Chawla, Kushal, Samuel, Alfy, Kumar, Anoop, Liu, Daben

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Unveiling the Impact of Macroeconomic Policies: A Double Machine Learning Approach to Analyzing Interest Rate Effects on Financial Markets di Kumar, Anoop, Dodda, Suresh, Kamuni, Navin, Arora, Rajeev Kumar

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A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation di Lawton, Neal Gregory, Samuel, Alfy, Kumar, Anoop, Liu, Daben

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The Emotional Impact of Game Duration: A Framework for Understanding Player Emotions in Extended Gameplay Sessions di Kumar, Anoop, Dodda, Suresh, Kamuni, Navin, Vuppalapati, Venkata Sai Mahesh

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Optimizing Photometric Light Curve Analysis: Evaluating Scipy's Minimize Function for Eclipse Mapping of Cataclysmic Variables di Kumar, Anoop, Ayyalasomayajula, Madan Mohan Tito, Panwar, Dheerendra, Vasa, Yeshwanth

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Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation di Peng, Xujun, Kumar, Anoop, Wu, Jingyu, Glenn, Parker, Liu, Daben

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Readability Reconsidered: A Cross-Dataset Analysis of Reference-Free Metrics di Belem, Catarina G, Glenn, Parker, Samuel, Alfy, Kumar, Anoop, Liu, Daben

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LLM Optimization Unlocks Real-Time Pairwise Reranking di Wu, Jingyu, Shrivastava, Aditya, Zhu, Jing, Samuel, Alfy, Kumar, Anoop, Liu, Daben

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Improving Consistency in Retrieval-Augmented Systems with Group Similarity Rewards di Hamman, Faisal, Zhu, Chenyang, Kumar, Anoop, Peng, Xujun, Dutta, Sanghamitra, Liu, Daben, Samuel, Alfy

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Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation di Huang, Zhiqi, Datla, Vivek, Zhu, Chenyang, Samuel, Alfy, Liu, Daben, Kumar, Anoop, Soni, Ritesh

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Prompt Perturbation Consistency Learning for Robust Language Models di Qiang, Yao, Nandi, Subhrangshu, Mehrabi, Ninareh, Steeg, Greg Ver, Kumar, Anoop, Rumshisky, Anna, Galstyan, Aram

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Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment di Hu, Mengxuan, Datla, Vivek V., Kumar, Anoop, Guan, Zihan, Li, Sheng, Samuel, Alfy, Liu, Daben

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Leveraging LLMs for Dialogue Quality Measurement di Jia, Jinghan, Komma, Abi, Leffel, Timothy, Peng, Xujun, Nagesh, Ajay, Soliman, Tamer, Galstyan, Aram, Kumar, Anoop

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QuAILoRA: Quantization-Aware Initialization for LoRA di Lawton, Neal, Padmakumar, Aishwarya, Gaspers, Judith, FitzGerald, Jack, Kumar, Anoop, Steeg, Greg Ver, Galstyan, Aram

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Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models di Jain, Neel, Shrivastava, Aditya, Zhu, Chenyang, Liu, Daben, Samuel, Alfy, Panda, Ashwinee, Kumar, Anoop, Goldblum, Micah, Goldstein, Tom

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EPSVec: Efficient and Private Synthetic Data Generation via Dataset Vectors di Banayeeanzade, Amin, Yang, Qingchuan, Fu, Deqing, Hong, Spencer, Babinsky, Erin, Samuel, Alfy, Kumar, Anoop, Jia, Robin, Karimireddy, Sai Praneeth

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Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering di Bakman, Yavuz, Kang, Sungmin, Huang, Zhiqi, Yaldiz, Duygu Nur, Belém, Catarina G., Zhu, Chenyang, Kumar, Anoop, Samuel, Alfy, Avestimehr, Salman, Liu, Daben, Karimireddy, Sai Praneeth

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TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs di Yaldiz, Duygu Nur, Bakman, Yavuz Faruk, Kang, Sungmin, Öziş, Alperen, Yildiz, Hayrettin Eren, Shah, Mitash Ashish, Huang, Zhiqi, Kumar, Anoop, Samuel, Alfy, Liu, Daben, Karimireddy, Sai Praneeth, Avestimehr, Salman

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