SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
Paper
•
2409.05556
•
Published
•
2
Papers - HAIO
For Human and Artificial Intelligence in Organizations
-
-
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 43 -
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
Paper • 2409.15277 • Published • 34 -
Learning Task Decomposition to Assist Humans in Competitive Programming
Paper • 2406.04604 • Published • 4 -
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
Paper • 2408.15545 • Published • 34 -
Scaling Synthetic Data Creation with 1,000,000,000 Personas
Paper • 2406.20094 • Published • 95 -
BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Paper • 2203.05794 • Published -
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction
Paper • 2410.21169 • Published • 29 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 41 -
JudgeBench: A Benchmark for Evaluating LLM-based Judges
Paper • 2410.12784 • Published • 42 -
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
Paper • 2410.10814 • Published • 48 -
Agent-as-a-Judge: Evaluate Agents with Agents
Paper • 2410.10934 • Published • 10 -
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
Paper • 2409.16686 • Published • 8 -
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Paper • 2310.03714 • Published • 30 -
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
Paper • 2410.05080 • Published • 19 -
Benchmarking Agentic Workflow Generation
Paper • 2410.07869 • Published • 25 -
Automated Design of Agentic Systems
Paper • 2408.08435 • Published • 38 -
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends
Paper • 2409.14195 • Published • 11 -
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study
Paper • 2409.17580 • Published • 7 -
Style over Substance: Failure Modes of LLM Judges in Alignment Benchmarking
Paper • 2409.15268 • Published • 11 -
Making Text Embedders Few-Shot Learners
Paper • 2409.15700 • Published • 29 -
LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench
Paper • 2409.13373 • Published • 2 -
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
Paper • 2408.00114 • Published -
LLMs + Persona-Plug = Personalized LLMs
Paper • 2409.11901 • Published • 30 -
Re-Reading Improves Reasoning in Language Models
Paper • 2309.06275 • Published • 3 -
LLMs Will Always Hallucinate, and We Need to Live With This
Paper • 2409.05746 • Published • 3 -
Planning In Natural Language Improves LLM Search For Code Generation
Paper • 2409.03733 • Published -
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation
Paper • 2409.06820 • Published • 63 -
Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation
Paper • 2409.03271 • Published • 2 -
Graph Retrieval-Augmented Generation: A Survey
Paper • 2408.08921 • Published • 4 -
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
Paper • 2408.08946 • Published • 11 -
Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
Paper • 2410.24032 • Published • 8 -
AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 13