Research Paper PDFs
This directory contains downloaded PDFs of the research papers referenced in AIWG documentation.
Research Paper PDFs
This directory contains downloaded PDFs of the research papers referenced in AIWG documentation.
Contents
| File | Paper | Year |
|---|---|---|
| REF-001-bandara-2024-production-agentic.pdf | Production-Grade Agentic AI Workflows | 2024 |
| REF-002-roig-2025-llm-failure-modes.pdf | LLM Failure Modes in Agentic Scenarios | 2025 |
| REF-004-tao-2024-magis.pdf | MAGIS Multi-Agent GitHub Issues | 2024 |
| REF-005-miller-1956-magical-seven.pdf | The Magical Number Seven | 1956 |
| REF-006-sweller-1988-clt.pdf | Cognitive Load Theory | 1988 |
| REF-007-jacobs-1991-moe.pdf | Adaptive Mixtures of Local Experts | 1991 |
| REF-008-lewis-2020-rag.pdf | Retrieval-Augmented Generation | 2020 |
| REF-009-graves-2014-ntm.pdf | Neural Turing Machines | 2014 |
| REF-010-cooper-1990-stagegate.pdf | Stage-Gate Systems | 1990 |
| REF-011-gotel-1994-traceability.pdf | Requirements Traceability | 1994 |
| REF-012-qian-2024-chatdev.pdf | ChatDev Communicative Agents | 2024 |
| REF-013-hong-2024-metagpt.pdf | MetaGPT Multi-Agent Framework | 2024 |
| REF-014-jimenez-2024-swebench.pdf | SWE-bench Evaluation | 2024 |
| REF-015-madaan-2023-selfrefine.pdf | Self-Refine Iterative Refinement | 2023 |
| REF-016-wei-2022-cot.pdf | Chain-of-Thought Prompting | 2022 |
| REF-017-wang-2023-selfconsistency.pdf | Self-Consistency Reasoning | 2023 |
| REF-018-yao-2023-react.pdf | ReAct Reasoning+Acting | 2023 |
| REF-019-schick-2023-toolformer.pdf | Toolformer Self-Taught Tools | 2023 |
| REF-020-yao-2023-tot.pdf | Tree of Thoughts | 2023 |
| REF-021-shinn-2023-reflexion.pdf | Reflexion Verbal RL | 2023 |
| REF-022-wu-2023-autogen.pdf | AutoGen Multi-Agent Conversation | 2023 |
| REF-023-shen-2023-hugginggpt.pdf | HuggingGPT/JARVIS | 2023 |
| REF-024-zhou-2024-lats.pdf | LATS Language Agent Tree Search | 2024 |
| REF-025-bai-2022-constitutional.pdf | Constitutional AI | 2022 |
| REF-026-dong-2024-icl-survey.pdf | In-Context Learning Survey | 2024 |
Missing Papers
REF-003 is not assigned (skipped in numbering).
Sources
Most papers sourced from:
- arXiv (arxiv.org)
- Author/institution websites
- ACL Anthology
Usage
These PDFs are for research reference only. Please cite the original papers appropriately.
Downloaded: 2026-01-24 Total: 25 papers, ~72MB