Unlocking Continual Learning Abilities in Language Models
Paper
• 2406.17245 • Published
• 30
LLM
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A Closer Look into Mixture-of-Experts in Large Language Models
Paper • 2406.18219 • Published • 17 -
Symbolic Learning Enables Self-Evolving Agents
Paper • 2406.18532 • Published • 12 -
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Paper • 2406.18629 • Published • 42 -
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
Paper • 2406.19251 • Published • 10 -
LiteSearch: Efficacious Tree Search for LLM
Paper • 2407.00320 • Published • 40 -
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
Paper • 2407.00653 • Published • 13 -
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Paper • 2407.01284 • Published • 81 -
Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 65 -
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
Paper • 2407.03321 • Published • 20 -
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Paper • 2407.04363 • Published • 34 -
DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning
Paper • 2407.04078 • Published • 21 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 51 -
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
Paper • 2407.08348 • Published • 52 -
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion
Paper • 2407.08642 • Published • 11 -
MUSCLE: A Model Update Strategy for Compatible LLM Evolution
Paper • 2407.09435 • Published • 23 -
Qwen2 Technical Report
Paper • 2407.10671 • Published • 168 -
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning
Paper • 2407.10718 • Published • 19