Research Paper PDFs
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