LongRAG
📜 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringThe source is a research paper that proposes a new approach called LongRAG for enhancing the p...
25 Loka 202418min
A Theoretical Understanding of Chain-of-Thought
⛓️ A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware DemonstrationThe paper explores Chain-of-Thought (CoT) prompting, a method to enhance the reasoning skills of lar...
24 Loka 20249min
A Survey on Data Synthesis and Augmentation for Large Language Models
📚 A Survey on Data Synthesis and Augmentation for Large Language ModelsThis research paper examines the use of synthetic and augmented data to enhance the capabilities of Large Language Models (LLMs)...
23 Loka 202421min
Revealing the Barriers of Language Agents in Planning
🤔 Revealing the Barriers of Language Agents in PlanningThis research paper examines the challenges faced by language agents in planning tasks. The authors explore the reasons behind the shortcomings ...
22 Loka 20248min
Intelligence at the Edge of Chaos
🔀 Intelligence at the Edge of ChaosThis research investigates how intelligent behavior emerges in artificial systems by studying the connection between the complexity of rule-based systems and the ab...
21 Loka 20247min
Inference Scaling for Long-Context RAG
🗓 Inference Scaling for Long-Context Retrieval Augmented GenerationThis research paper explores the effectiveness of inference scaling for retrieval augmented generation (RAG), a technique that enhan...
20 Loka 202412min
Model Swarms
🤝 Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm IntelligenceThis paper presents a new method called MODEL SWARMS, a collaborative search algorithm for adapting large language mode...
19 Loka 202411min
Agent-as-a-Judge
🤖 Agent-as-a-Judge: Evaluate Agents with AgentsThe paper detail a new framework for evaluating agentic systems called Agent-as-a-Judge, which uses other agentic systems to assess their performance. T...
18 Loka 20248min
