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Ke Shen

Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective

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Feb 24, 2025
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MAGA: MAssive Genre-Audience Reformulation to Pretraining Corpus Expansion

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Feb 06, 2025
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SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL

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Sep 16, 2024
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Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference

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Aug 04, 2024
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An Evaluation of Estimative Uncertainty in Large Language Models

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May 24, 2024
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A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores

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Oct 05, 2023
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Understanding Substructures in Commonsense Relations in ConceptNet

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Oct 03, 2022
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Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes

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Oct 03, 2022
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A Theoretically Grounded Benchmark for Evaluating Machine Commonsense

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Mar 23, 2022
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A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base

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Nov 28, 2020
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