Anchorless Diversification for Parallel LLM Ideation
Fuente:
arXiv
Saved in:
| Main Authors: | Ibrahim, Fares Nabil, Azad, Nafis Saami, Baten, Raiyan Abdul |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
by: Azad, Nafis Saami, et al.
Published: (2026)
by: Azad, Nafis Saami, et al.
Published: (2026)
AI Can Enhance Creativity in Social Networks
by: Baten, Raiyan Abdul, et al.
Published: (2024)
by: Baten, Raiyan Abdul, et al.
Published: (2024)
Context-Aware Prediction of User Engagement on Online Social Platforms
by: Peters, Heinrich, et al.
Published: (2023)
by: Peters, Heinrich, et al.
Published: (2023)
General Intellectual Humility Is Malleable Through AI-Mediated Reflective Dialogue
by: Mahjabin, Mohammad Ratul, et al.
Published: (2026)
by: Mahjabin, Mohammad Ratul, et al.
Published: (2026)
From semantic memory to collective creativity: A generative cognitive foundation for social creativity models
by: Ahmed, Mirza Nayeem, et al.
Published: (2026)
by: Ahmed, Mirza Nayeem, et al.
Published: (2026)
Strategic Adaptation Under Contextual Change: Insights from a Dyadic Negotiation Testbed for AI Coaching Technologies
by: Urmi, Mobasshira Akter, et al.
Published: (2026)
by: Urmi, Mobasshira Akter, et al.
Published: (2026)
Beginner's Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption
by: Kamal, Mahdee Mushfique, et al.
Published: (2025)
by: Kamal, Mahdee Mushfique, et al.
Published: (2025)
The Wisdom of Intellectually Humble Networks
by: Mahjabin, Mohammad Ratul, et al.
Published: (2025)
by: Mahjabin, Mohammad Ratul, et al.
Published: (2025)
Tackling the Noisy Elephant in the Room: Label Noise-robust Out-of-Distribution Detection via Loss Correction and Low-rank Decomposition
by: Azad, Tarhib Al, et al.
Published: (2025)
by: Azad, Tarhib Al, et al.
Published: (2025)
Narrative over Numbers: The Identifiable Victim Effect and its Amplification Under Alignment and Reasoning in Large Language Models
by: Raiyan, Syed Rifat
Published: (2026)
by: Raiyan, Syed Rifat
Published: (2026)
The Confidence Paradox: Can LLM Know When It's Wrong
by: Tripathi, Sahil, et al.
Published: (2025)
by: Tripathi, Sahil, et al.
Published: (2025)
CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis
by: Venkatraman, Saranya, et al.
Published: (2024)
by: Venkatraman, Saranya, et al.
Published: (2024)
Read, Grep, and Synthesize: Diagnosing Cross-Domain Seed Exposure for LLM Research Ideation
by: Choi, Yunju, et al.
Published: (2026)
by: Choi, Yunju, et al.
Published: (2026)
Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning
by: Malik, Syed Mohd Faisal, et al.
Published: (2024)
by: Malik, Syed Mohd Faisal, et al.
Published: (2024)
Deep Ideation: Designing LLM Agents to Generate Novel Research Ideas on Scientific Concept Network
by: Zhao, Keyu, et al.
Published: (2025)
by: Zhao, Keyu, et al.
Published: (2025)
Models Recall What They Violate: Constraint Adherence in Multi-Turn LLM Ideation
by: Kruthof, Garvin
Published: (2026)
by: Kruthof, Garvin
Published: (2026)
BanglaNirTox: A Large-scale Parallel Corpus for Explainable AI in Bengali Text Detoxification
by: Mohsin, Ayesha Afroza, et al.
Published: (2025)
by: Mohsin, Ayesha Afroza, et al.
Published: (2025)
Pseudo-label Induced Subspace Representation Learning for Robust Out-of-Distribution Detection
by: Azad, Tarhib Al, et al.
Published: (2025)
by: Azad, Tarhib Al, et al.
Published: (2025)
PersonaFlow: Designing LLM-Simulated Expert Perspectives for Enhanced Research Ideation
by: Liu, Yiren, et al.
Published: (2024)
by: Liu, Yiren, et al.
Published: (2024)
How Reliable are LLMs for Reasoning on the Re-ranking task?
by: Islam, Nafis Tanveer, et al.
Published: (2025)
by: Islam, Nafis Tanveer, et al.
Published: (2025)
How good are LLMs at Retrieving Documents in a Specific Domain?
by: Islam, Nafis Tanveer, et al.
Published: (2025)
by: Islam, Nafis Tanveer, et al.
Published: (2025)
Utilizing LLMs for Industrial Process Automation
by: Fares, Salim
Published: (2026)
by: Fares, Salim
Published: (2026)
A Coherence-Based Measure of AGI
by: Fourati, Fares
Published: (2025)
by: Fourati, Fares
Published: (2025)
MetaMuse: Algorithm Generation via Creative Ideation
by: Ma, Ruiying, et al.
Published: (2025)
by: Ma, Ruiying, et al.
Published: (2025)
AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
by: Nunez, Ana, et al.
Published: (2024)
by: Nunez, Ana, et al.
Published: (2024)
The Ramon Llull's Thinking Machine for Automated Ideation
by: Zhao, Xinran, et al.
Published: (2025)
by: Zhao, Xinran, et al.
Published: (2025)
Acceleron: A Tool to Accelerate Research Ideation
by: Nigam, Harshit, et al.
Published: (2024)
by: Nigam, Harshit, et al.
Published: (2024)
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
by: Jung, Jaehun, et al.
Published: (2025)
by: Jung, Jaehun, et al.
Published: (2025)
BOxCrete: A Bayesian Optimization Open-Source AI Model for Concrete Strength Forecasting and Mix Optimization
by: Baten, Bayezid, et al.
Published: (2026)
by: Baten, Bayezid, et al.
Published: (2026)
CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts
by: Hasan, Khandakar Shakib Al, et al.
Published: (2026)
by: Hasan, Khandakar Shakib Al, et al.
Published: (2026)
Dynamic Parallel Tree Search for Efficient LLM Reasoning
by: Ding, Yifu, et al.
Published: (2025)
by: Ding, Yifu, et al.
Published: (2025)
Entropy Guided Diversification and Preference Elicitation in Agentic Recommendation Systems
by: Tran, Dat, et al.
Published: (2026)
by: Tran, Dat, et al.
Published: (2026)
Data Diversification Methods In Alignment Enhance Math Performance In LLMs
by: Dokmeci, Berkan, et al.
Published: (2025)
by: Dokmeci, Berkan, et al.
Published: (2025)
Scaffolding Recursive Divergence and Convergence in Story Ideation
by: Kim, Taewook, et al.
Published: (2025)
by: Kim, Taewook, et al.
Published: (2025)
Parallel Context Compaction for Long-Horizon LLM Agent Serving
by: Cim, Musa, et al.
Published: (2026)
by: Cim, Musa, et al.
Published: (2026)
Plan-over-Graph: Towards Parallelable LLM Agent Schedule
by: Zhang, Shiqi, et al.
Published: (2025)
by: Zhang, Shiqi, et al.
Published: (2025)
Synthetic Reader Panels: Tournament-Based Ideation with LLM Personas for Autonomous Publishing
by: Zimmerman, Fred
Published: (2026)
by: Zimmerman, Fred
Published: (2026)
HaSPeR: An Image Repository for Hand Shadow Puppet Recognition
by: Raiyan, Syed Rifat, et al.
Published: (2024)
by: Raiyan, Syed Rifat, et al.
Published: (2024)
More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation
by: Yu, Jie, et al.
Published: (2026)
by: Yu, Jie, et al.
Published: (2026)
Utilizing LLMs for Industrial Process Automation: A Case Study on Modifying RAPID Programs
by: Fares, Salim, et al.
Published: (2025)
by: Fares, Salim, et al.
Published: (2025)
Similar Items
-
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
by: Azad, Nafis Saami, et al.
Published: (2026) -
AI Can Enhance Creativity in Social Networks
by: Baten, Raiyan Abdul, et al.
Published: (2024) -
Context-Aware Prediction of User Engagement on Online Social Platforms
by: Peters, Heinrich, et al.
Published: (2023) -
General Intellectual Humility Is Malleable Through AI-Mediated Reflective Dialogue
by: Mahjabin, Mohammad Ratul, et al.
Published: (2026) -
From semantic memory to collective creativity: A generative cognitive foundation for social creativity models
by: Ahmed, Mirza Nayeem, et al.
Published: (2026)