Sukmin Cho

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upvoted a paper 14 days ago

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Paper • 2502.13965 • Published 20 days ago • 18

authored a paper 28 days ago

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Paper • 2502.05609 • Published Feb 8 • 18

upvoted a paper 29 days ago

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Paper • 2502.05609 • Published Feb 8 • 18

commented a paper 29 days ago

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Paper • 2502.05609 • Published Feb 8 • 18 •

3

upvoted a paper 29 days ago

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Paper • 2404.13948 • Published Apr 22, 2024 • 1

authored 9 papers 29 days ago

Test-Time Self-Adaptive Small Language Models for Question Answering

Paper • 2310.13307 • Published Oct 20, 2023

Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker

Paper • 2305.13729 • Published May 23, 2023 • 1

Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering

Paper • 2310.17490 • Published Oct 26, 2023

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

Paper • 2203.07735 • Published Mar 15, 2022

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Paper • 2403.14403 • Published Mar 21, 2024 • 6

Self-Knowledge Distillation for Learning Ambiguity

Paper • 2406.09719 • Published Jun 14, 2024

Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling

Paper • 2410.04164 • Published Oct 5, 2024

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation

Paper • 2412.12559 • Published Dec 17, 2024 • 1

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Paper • 2404.13948 • Published Apr 22, 2024 • 1

upvoted 3 papers about 1 month ago

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published Jan 10 • 68

Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published Dec 22, 2024 • 30

Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion

Paper • 2311.06318 • Published Nov 10, 2023 • 2