paper_id stringlengths 10 56 ⌀ | reviewer_id stringlengths 10 14 | Question stringlengths 61 2.58k | isHighQuality bool 2
classes | ocr stringlengths 10 52k ⌀ |
|---|---|---|---|---|
2O2FOO8pl4 | XNAD64x9rP | How does adversarial training impact the privacy in your experimental findings? Could the authors explicate the insights/findings? | true | LABEL PRIVACY SOURCE CODING IN VERTICAL FEDERATED LEARNING
Anonymous authors
Paper under double-blind review
ABSTRACT
We study label privacy protection in vertical federated learning (VFL). VFL enables an active party who possesses labeled data to improve model performance (utility) by collaborating with passive par... |
2O2FOO8pl4 | XNAD64x9rP | The authors give a comprehensive analysis of newly defined privacy and its leakage. The idea is interesting since it introduces a new perspective on privacy. Actually, I feel a little confused about why Definition 1 and Definition 2 are required. What is the insight/intuition of privacy guarantee? What does the newly d... | true | LABEL PRIVACY SOURCE CODING IN VERTICAL FEDERATED LEARNING
Anonymous authors
Paper under double-blind review
ABSTRACT
We study label privacy protection in vertical federated learning (VFL). VFL enables an active party who possesses labeled data to improve model performance (utility) by collaborating with passive par... |
cG8Q4FE0Hi | EyMZdNlpiZ | The experiments are only conducted on randomly sampled sub-sets of the test sets, which may raise concerns about the convincingness of the results. | true | RCOT: DETECTING AND RECTIFYING FACTUAL INCONSISTENCY IN REASONING BY REVERSING CHAIN-OF-THOUGHT
Anonymous authors
Paper under double-blind review
ABSTRACT
Large language Models (LLMs) have achieved promising performance on arithmetic reasoning tasks by incorporating step-by-step chain-of-thought (CoT) prompting. How... |
cG8Q4FE0Hi | EyMZdNlpiZ | Can the three different examples in the Introduction be unified? | true | RCOT: DETECTING AND RECTIFYING FACTUAL INCONSISTENCY IN REASONING BY REVERSING CHAIN-OF-THOUGHT
Anonymous authors
Paper under double-blind review
ABSTRACT
Large language Models (LLMs) have achieved promising performance on arithmetic reasoning tasks by incorporating step-by-step chain-of-thought (CoT) prompting. How... |
CgpiO0DRrk | 2mQAM45xsU | Each EBS serves a distinct region (no overlap, as per the paper) and optimizing each EBS individually should be sufficed in my opinion. How sharing among servers will help here? | true | VIDEO CACHING AT DATA-DRIFTING NETWORK EDGE: A KD-BASED CROSS-DOMAIN COLLABORATIVE SOLUTION
Anonymous authors
Paper under double-blind review
ABSTRACT
The surge in video streaming has caused network congestion and quality decline, posing a significant challenge for efficient content delivery. Edge caching, using mob... |
yONJt6nFc3 | sbbIyzSBbp | "The improvements reported in the paper are astonishing. I wonder if the authors conduct any signifi(...TRUNCATED) | true | "# NODE DUPLICATION IMPROVES COLD-START LINK PREDICTION\n\n## Anonymous authors\nPaper under double-(...TRUNCATED) |
yONJt6nFc3 | sbbIyzSBbp | "Following Q1, it is surprising that all categories of nodes get benefited a lot after duplicating ((...TRUNCATED) | true | "# NODE DUPLICATION IMPROVES COLD-START LINK PREDICTION\n\n## Anonymous authors\nPaper under double-(...TRUNCATED) |
yONJt6nFc3 | sbbIyzSBbp | "Compared to Hits@10, Hits@1 could be more critical in the real-world applications, especially for t(...TRUNCATED) | true | "# NODE DUPLICATION IMPROVES COLD-START LINK PREDICTION\n\n## Anonymous authors\nPaper under double-(...TRUNCATED) |
yONJt6nFc3 | sbbIyzSBbp | "Following W2, the authors should consider conducting a set of experiments using all remaining nodes(...TRUNCATED) | false | "# NODE DUPLICATION IMPROVES COLD-START LINK PREDICTION\n\n## Anonymous authors\nPaper under double-(...TRUNCATED) |
yONJt6nFc3 | sbbIyzSBbp | Following W3, I wonder why so many reported metrics are contradict with existing studies. | false | "# NODE DUPLICATION IMPROVES COLD-START LINK PREDICTION\n\n## Anonymous authors\nPaper under double-(...TRUNCATED) |
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