Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models Paper • 2512.00590 • Published Nov 29, 2025 • 45
Multimodal Evaluation of Russian-language Architectures Paper • 2511.15552 • Published Nov 19, 2025 • 78
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms Paper • 2511.17592 • Published Nov 17, 2025 • 118
Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization Paper • 2510.25616 • Published Oct 29, 2025 • 96
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling Paper • 2508.16745 • Published Aug 22, 2025 • 29
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5, 2025 • 133
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment Paper • 2506.04089 • Published Jun 4, 2025 • 47
TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding Paper • 2502.19400 • Published Feb 26, 2025 • 47
SIFT: Grounding LLM Reasoning in Contexts via Stickers Paper • 2502.14922 • Published Feb 19, 2025 • 32
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? Paper • 2502.14502 • Published Feb 20, 2025 • 91
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity Paper • 2502.13063 • Published Feb 18, 2025 • 73
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters! Paper • 2502.07374 • Published Feb 11, 2025 • 40
SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators Paper • 2502.06394 • Published Feb 10, 2025 • 89
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation Paper • 2502.00306 • Published Feb 1, 2025 • 5
Lifelong Sequential Knowledge Editing without Model Degradation Paper • 2502.01636 • Published Feb 3, 2025 • 4
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Paper • 2502.01100 • Published Feb 3, 2025 • 19
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding Paper • 2501.13200 • Published Jan 22, 2025 • 69