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Optimizing Retrieval-augmented Reader Models via Token Elimination

Oct 20, 2023
Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat

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RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling

Oct 16, 2023
Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng

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DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification

Sep 18, 2023
Aleksandr Matsun, Dana O. Mohamed, Sharon Chokuwa, Muhammad Ridzuan, Mohammad Yaqub

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FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge

Oct 26, 2023
Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li

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Bridging Phylogeny and Taxonomy with Protein-protein Interaction Networks

Oct 26, 2023
Long-Huei Chen, Mohana Prasad Sathya Moorthy, Pratyaksh Sharma

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Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection

Oct 30, 2023
Swanand Ravindra Kadhe, Heiko Ludwig, Nathalie Baracaldo, Alan King, Yi Zhou, Keith Houck, Ambrish Rawat, Mark Purcell, Naoise Holohan, Mikio Takeuchi, Ryo Kawahara, Nir Drucker, Hayim Shaul, Eyal Kushnir, Omri Soceanu

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A Survey on Knowledge Editing of Neural Networks

Oct 30, 2023
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi

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ALT: Towards Fine-grained Alignment between Language and CTR Models for Click-Through Rate Prediction

Oct 30, 2023
Hangyu Wang, Jianghao Lin, Xiangyang Li, Bo Chen, Chenxu Zhu, Ruiming Tang, Weinan Zhang, Yong Yu

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FMRT: Learning Accurate Feature Matching with Reconciliatory Transformer

Oct 20, 2023
Xinyu Zhang, Li Wang, Zhiqiang Jiang, Kun Dai, Tao Xie, Lei Yang, Wenhao Yu, Yang Shen, Jun Li

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Probing LLMs for hate speech detection: strengths and vulnerabilities

Oct 19, 2023
Sarthak Roy, Ashish Harshavardhan, Animesh Mukherjee, Punyajoy Saha

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