WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality Paper • 2510.18560 • Published Oct 21, 2025 • 1
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing Paper • 2505.22156 • Published May 28, 2025
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 53
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published 5 days ago • 14
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published 5 days ago • 14
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published 5 days ago • 14
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 120
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 53
The End of Manual Decoding: Towards Truly End-to-End Language Models Paper • 2510.26697 • Published Oct 30, 2025 • 117
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application Paper • 2510.19631 • Published Oct 22, 2025 • 28
DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking Paper • 2510.20168 • Published Oct 23, 2025 • 28
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents Paper • 2510.14438 • Published Oct 16, 2025 • 14
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents Paper • 2510.14438 • Published Oct 16, 2025 • 14
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Paper • 2109.07679 • Published Sep 16, 2021
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph Paper • 2311.09174 • Published Nov 15, 2023
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation Paper • 2402.10646 • Published Feb 16, 2024
CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population Paper • 2304.10392 • Published Apr 20, 2023
UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression Paper • 2509.15763 • Published Sep 19, 2025
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents Paper • 2510.07172 • Published Oct 8, 2025 • 28