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Natural Language Processing
Language understanding and generation — covering classical NLP tasks, language models, dialogue systems, machine translation, and text processing at large.
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Sliding-window beats linear attention
Inference Optimization · Aug 28
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Blind Men and the Elephant: Probing the Epistemic Myopia of LLMs under Long-Tail Divergent Knowledge
Evaluation · Aug 28
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Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090
Inference Optimization · Aug 27
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SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?
Agents · Aug 20
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DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents
Agents · Aug 19
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Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design
Agents · Aug 10
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SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring
Agents · Aug 10
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LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
Agents · Aug 7
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SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries
Agents · Aug 6
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SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs
LLM Training · Aug 6
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