Grant Singleton

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commented a paper about 6 hours ago

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 28 •

1

commented 2 papers 1 day ago

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Paper • 2404.02905 • Published Apr 3, 2024 • 74 •

4

ERNIE 5.0 Technical Report

Paper • 2602.04705 • Published 2 days ago • 228 •

3

commented 3 papers 2 days ago

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Paper • 2602.03216 • Published 4 days ago • 12 •

3

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

Paper • 2602.01785 • Published 5 days ago • 91 •

3

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published 8 days ago • 145 •

4

commented 4 papers 3 days ago

On the Theoretical Limitations of Embedding-Based Retrieval

Paper • 2508.21038 • Published Aug 28, 2025 • 21 •

2

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration

Paper • 2601.22674 • Published 8 days ago • 5 •

3

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 11 •

3

AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios

Paper • 2601.20613 • Published 9 days ago • 10 •

3

commented 3 papers 4 days ago

TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance

Paper • 2601.18241 • Published 12 days ago • 7 •

3

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published 7 days ago • 38 •

3

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 8 days ago • 56 •

4

commented 3 papers 5 days ago

Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis

Paper • 2601.20103 • Published 10 days ago • 1 •

3

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15 •

2

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices

Paper • 2601.21579 • Published 8 days ago • 6 •

5

commented 4 papers 6 days ago

EEG Foundation Models: Progresses, Benchmarking, and Open Problems

Paper • 2601.17883 • Published 12 days ago • 20 •

4

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery

Paper • 2601.20088 • Published 10 days ago • 2 •

1

How much do language models memorize?

Paper • 2505.24832 • Published May 30, 2025 • 4 •

2

Reinforcement Learning from Meta-Evaluation: Aligning Language Models Without Ground-Truth Labels

Paper • 2601.21268 • Published 9 days ago • 3 •

3