Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
Paper
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2601.15808
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Published
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12
Tianqing Fang
tqfang229
AI & ML interests
LLM, Agent
Recent Activity
authored
a paper
about 9 hours ago
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
authored
a paper
about 9 hours ago
InComeS: Integrating Compression and Selection Mechanisms into LLMs for
Efficient Model Editing
authored
a paper
about 9 hours ago
Guided Self-Evolving LLMs with Minimal Human Supervision
Organizations
None yet
upvoted
a
paper
about 13 hours ago
upvoted
2
papers
about 2 months ago
upvoted
4
papers
3 months ago
The End of Manual Decoding: Towards Truly End-to-End Language Models
Paper
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2510.26697
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Published
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117
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
Paper
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2510.19631
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Published
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28
DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking
Paper
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2510.20168
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Published
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28
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents
Paper
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2510.14438
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Published
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14
upvoted
3
papers
4 months ago
Agent Learning via Early Experience
Paper
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2510.08558
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Published
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272
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
Paper
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2510.07172
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Published
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28
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering
Paper
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2510.01591
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Published
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28
upvoted
2
papers
6 months ago
upvoted
2
papers
about 1 year ago