conftrace_

token efficiency

39 papers

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Co-occurring keywords

large language model (13587) question answering (2963) multi-agent system (1819) language model (4599) multimodal large language model (966) retrieval-augmented generation (1592) chain-of-thought reasoning (551) in-context learning (1405) model compression (3302) dynamic scheduling (7)

Papers

Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
Scaling Data-Constrained Language Models JMLR 2025
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models NAACL 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025
REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking EMNLP 2025
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024
Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP 2023