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Folder: articles/papers

63 items under this folder.

Apr 17, 2026
TDFlow: Agentic Workflows for Test Driven Software Engineering
Apr 01, 2026
Ask, and it shall be given: On the Turing completeness of prompting
Apr 01, 2026
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Apr 01, 2026
ColBERT - Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
Apr 01, 2026
DiLoCo: Distributed Low-Communication Training of Language Models
Apr 01, 2026
LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models
Mar 26, 2026
Let It Flow - Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
Mar 25, 2026
SWE-CI Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration
Mar 23, 2026
How AI Impacts Skill Formation
Apr 12, 2025
Attention Is All You Need
- llm
- ml
- dl
Apr 12, 2025
DiT - Self-supervised Pre-training for Document Image Transformer
- ml
- dl
Apr 12, 2025
On the Opportunities and Risks of Foundation Models
- llm
- ml
Oct 12, 2024
LLMs Will Always Hallucinate, and We Need to Live With This
- llm
- ml
Aug 26, 2024
ColBERTv2 - Effective and Efficient Retrieval via Lightweight Late Interaction
Aug 23, 2024
PLAID - An Efficient Engine for Late Interaction Retrieval
Jul 22, 2024
SpreadsheetLLM - Encoding Spreadsheets for Large Language Models
- llm
- ml
Jul 18, 2024
RAFT - Adapting Language Model to Domain Specific RAG
Jun 13, 2024
SOAR - Improved Indexing for Approximate Nearest Neighbor Search
Jun 12, 2024
Technological Enablers for Privacy Preserving Data Sharing and Analysis
- pet
- fl
Jun 03, 2024
Ansible Lightspeed - A Code Generation Service for IT Automation
May 31, 2024
Precise Zero-Shot Dense Retrieval without Relevance Labels
May 14, 2024
ARAGOG - Advanced RAG Output Grading
- llm
- rag
- ml
May 13, 2024
An LLM Compiler for Parallel Function Calling
- llm
- tool
May 10, 2024
Knowledge Graph Prompting for Multi-Document Question Answering
May 10, 2024
Prompting Frameworks for Large Language Models - A Survey
- llm
- prompt-engineering
May 10, 2024
RAG-Fusion - a New Take on Retrieval-Augmented Generation
Mar 06, 2024
Automated Unit Test Improvement using Large Language Models at Meta
Mar 06, 2024
Mixture-of-Experts Meets Instruction Tuning - A Winning Combination for Large Language Models
- llm
- ml
Mar 06, 2024
The Era of 1-bit LLMs - All Large Language Models are in 1.58 Bits
- llm
- ml
Feb 09, 2024
A benchmark to understand the role of knowledge graphs on large language models accuracy for question and answering on enterprise SQL databases
Feb 09, 2024
Retrieval-Augmented Generation for Large Language Models - A Survey
- llm
- rag
- survey
- nlp
Feb 09, 2024
StructGPT - A General Framework for Large Language Model to Reason over Structured Data
Feb 09, 2024
UniKGQA - Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph
Feb 09, 2024
Unifying Large Language Models and Knowledge Graphs - A Roadmap
Feb 05, 2024
API-Bank - A Comprehensive Benchmark for Tool-Augmented LLMs
- llm
- tool
Feb 05, 2024
ART - Automatic multi-step reasoning and tool-use for large language models
Feb 05, 2024
Chameleon - Plug-and-Play Compositional Reasoning with Large Language Models
Feb 05, 2024
Graph agent - explicit reasoning agent for graphs
Feb 05, 2024
Improving Knowledge Graph Embedding Using Simple Constraints
- knowledge-graph
- ml
Feb 05, 2024
Natural Language is All a Graph Needs
- llm
- knowledge-graph
Feb 05, 2024
REACT - SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS
Feb 05, 2024
Toolformer - Language Models Can Teach Themselves to Use Tools
Feb 02, 2024
When Federated Learning Meets Blockchain - A New Distributed Learning Paradigm
Jan 22, 2024
RestGPT - Connecting Large Language Models with Real-World RESTful APIs
Oct 31, 2023
Large Language Models Are Zero-Shot Time Series Forecasters
- llm
- ml
Oct 31, 2023
On Efficient Training of Large-Scale Deep Learning Models - A Literature Review
- ml
- dl
Oct 31, 2023
PaLI-3 Vision Language Models - Smaller, Faster, Stronger
- llm
- ml
Oct 31, 2023
PeaTMOSS - Mining Pre-Trained Models in Open-Source Software
- ml
- dl
Oct 24, 2023
QLORA - Efficient Finetuning of Quantized LLMs
Sep 27, 2023
Compositional Foundation Models for Hierarchical Planning
- gpt
- llm
Sep 27, 2023
Foundational Models Defining a New Era in Vision - A Survey and Outlook
- llm
- gpt
- ml
Sep 27, 2023
Multimodal Foundation Models - From Specialists to General-Purpose Assistants
- llm
- gpt
- ml
Sep 27, 2023
Q-Bench - a benchmark for general-purpose foundation models on low-level vision
- llm
- gpt
- ml
Sep 27, 2023
VisionLLM - Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
- llm
- gpt
- ml
Jul 28, 2023
LightSecAgg - A Lighweight and versatile design for secure aggregation in federated learning
- fl
- pet
- ml
Jul 28, 2023
Secure Analytics - Federated Learning and Secure Aggregation
- fl
- pet
Jul 25, 2023
PUMA - secure inference of LLaMa 7B in five minutes
- llm
- pet
- ml
Jun 20, 2023
A Watermark for Large Language Models
- llm
- gpt
- ml
Jun 20, 2023
On the Reliability of Watermarks for Large Language Models
- llm
- gpt
Apr 24, 2023
A Survey of Large Language Models
- llm
- ml
- dl
- gpt
Apr 24, 2023
Algorithms for Hyper-Parameter Optimization
- ml
- dl
Apr 24, 2023
CLAIMED, a visual and scalable component library for Trusted AI
- ml
- dl
Apr 24, 2023
High Performance IO For Large Scale Deep Learning
- ml
- dl

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