Cover Image

Spark: A System for Scientifically Creative Idea Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sanyal, Aishik, Schapiro, Samuel, Shashidhar, Sumuk, Moon, Royce, Varshney, Lav R., Hakkani-Tur, Dilek
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Combinatorial Creativity: A New Frontier in Generalization Abilities
by: Schapiro, Samuel, et al.
Published: (2025)

Question Generation for Assessing Early Literacy Reading Comprehension
by: Yang, Xiaocheng, et al.
Published: (2025)

Unsupervised Human Preference Learning
by: Shashidhar, Sumuk, et al.
Published: (2024)

Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration
by: Kargupta, Priyanka, et al.
Published: (2026)

User Preference Modeling for Conversational LLM Agents: Weak Rewards from Retrieval-Augmented Interaction
by: Hao, Yuren, et al.
Published: (2026)

Transformational Creativity in Science: A Graphical Theory
by: Schapiro, Samuel, et al.
Published: (2025)

YourBench: Easy Custom Evaluation Sets for Everyone
by: Shashidhar, Sumuk, et al.
Published: (2025)

Containment Verification: AI Safety Guarantees Independent of Alignment
by: Moon, Royce, et al.
Published: (2026)

SciPIP: An LLM-based Scientific Paper Idea Proposer
by: Wang, Wenxiao, et al.
Published: (2024)

Navigating Ideation Space: Decomposed Conceptual Representations for Positioning Scientific Ideas
by: Shen, Yuexi, et al.
Published: (2026)

Uncovering Cross-Domain Recommendation Ability of Large Language Models
by: Liu, Xinyi, et al.
Published: (2025)

Do LLMs Encode Functional Importance of Reasoning Tokens?
by: Singh, Janvijay, et al.
Published: (2026)

Neural Networks for Learnable and Scalable Influence Estimation of Instruction Fine-Tuning Data
by: Agarwal, Ishika, et al.
Published: (2025)

Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
by: Košprdić, Miloš, et al.
Published: (2024)

Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic AI
by: Kanumolu, Gopichand, et al.
Published: (2025)

Literature-Grounded Novelty Assessment of Scientific Ideas
by: Shahid, Simra, et al.
Published: (2025)

A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model
by: Yang, Hao, et al.
Published: (2024)

AIRwaves at CheckThat! 2025: Retrieving Scientific Sources for Implicit Claims on Social Media with Dual Encoders and Neural Re-Ranking
by: Ashbaugh, Cem, et al.
Published: (2025)

SIMU: Selective Influence Machine Unlearning
by: Agarwal, Anu, et al.
Published: (2025)

Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation
by: Amusat, Oluwamayowa O., et al.
Published: (2023)

Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems
by: Mhedhbi, Eya, et al.
Published: (2025)

RAGtifier: Evaluating RAG Generation Approaches of State-of-the-Art RAG Systems for the SIGIR LiveRAG Competition
by: Cofala, Tim, et al.
Published: (2025)

CoPL: Collaborative Preference Learning for Personalizing LLMs
by: Choi, Youngbin, et al.
Published: (2025)

Compute-Update Federated Learning: A Lattice Coding Approach Over-the-Air
by: Azimi-Abarghouyi, Seyed Mohammad, et al.
Published: (2024)

Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
by: Kang, SeongKu, et al.
Published: (2025)

HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications
by: Kalra, Rishi, et al.
Published: (2024)

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation
by: Shi, Xiaofeng, et al.
Published: (2025)

DTECT: Dynamic Topic Explorer & Context Tracker
by: Adhya, Suman, et al.
Published: (2025)

Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
by: Cheraghi, Radin, et al.
Published: (2025)

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
by: Qiao, Shuofei, et al.
Published: (2026)

A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation
by: Singh, Manpreet, et al.
Published: (2024)

LLM-Enhanced Linear Autoencoders for Recommendation
by: Moon, Jaewan, et al.
Published: (2025)

Optimizing Compound Retrieval Systems
by: Oosterhuis, Harrie, et al.
Published: (2025)

Impression-Aware Recommender Systems
by: Maurera, Fernando B. Pérez, et al.
Published: (2023)

Generative Cognitive Diagnosis
by: Li, Jiatong, et al.
Published: (2025)

Machine Unlearning for Recommendation Systems: An Insight
by: Sachdeva, Bhavika, et al.
Published: (2024)

Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation
by: Klearman, Andrew, et al.
Published: (2026)

Review of Explainable Graph-Based Recommender Systems
by: Markchom, Thanet, et al.
Published: (2024)

Modeling Churn in Recommender Systems with Aggregated Preferences
by: Keinan, Gur, et al.
Published: (2025)

Weak Supervision for Improved Precision in Search Systems
by: Vasudevan, Sriram
Published: (2025)