Cover Image

SciPIP: An LLM-based Scientific Paper Idea Proposer

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Wenxiao, Gu, Lihui, Zhang, Liye, Luo, Yunxiang, Dai, Yi, Shen, Chen, Xie, Liang, Lin, Binbin, He, Xiaofei, Ye, Jieping
Format:	Preprint
Published:	2024
Subjects:	Computation and Language 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

A Personality-Guided Preference Aggregator for Ephemeral Group Recommendation
by: Ye, Guangze, et al.
Published: (2023)

SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts
by: Inadumi, Shun, et al.
Published: (2025)

CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers
by: Liu, Javin, et al.
Published: (2025)

GraphReview: Scientific Paper Evaluation via LLM-Based Graph Message Passing
by: Zheng, Pujun, et al.
Published: (2026)

PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs
by: Zhao, Yanjun, et al.
Published: (2026)

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
by: Qiao, Shuofei, et al.
Published: (2026)

MIARec: Mutual-influence-aware Heterogeneous Network Embedding for Scientific Paper Recommendation
by: Xie, Wenjin, et al.
Published: (2025)

Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
by: Zhang, Yunyi, et al.
Published: (2025)

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

SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation
by: Arustashvili, Mariam, et al.
Published: (2025)

Paper2Data: Large-Scale LLM Extraction and Metadata Structuring of Global Urban Data from Scientific Literature
by: You, Runwen, et al.
Published: (2026)

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

Multi-Level Sequence Denoising with Cross-Signal Contrastive Learning for Sequential Recommendation
by: Zhu, Xiaofei, et al.
Published: (2024)

Uncertainty-Aware Complex Scientific Table Data Extraction
by: Ajayi, Kehinde, et al.
Published: (2025)

Spark: A System for Scientifically Creative Idea Generation
by: Sanyal, Aishik, et al.
Published: (2025)

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

Graph Your Way to Inspiration: Integrating Co-Author Graphs with Retrieval-Augmented Generation for Large Language Model Based Scientific Idea Generation
by: Xie, Pengzhen, et al.
Published: (2025)

Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval
by: Hui, Yulong, et al.
Published: (2025)

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
by: Wu, Siwei, et al.
Published: (2024)

Automated Extraction of Acronym-Expansion Pairs from Scientific Papers
by: Ali, Izhar, et al.
Published: (2024)

From Isolated Scoring to Collaborative Ranking: A Comparison-Native Framework for LLM-Based Paper Evaluation
by: Zheng, Pujun, et al.
Published: (2026)

Multi-Granularity Sequence Denoising with Weakly Supervised Signal for Sequential Recommendation
by: Li, Liang, et al.
Published: (2025)

PaSa: An LLM Agent for Comprehensive Academic Paper Search
by: He, Yichen, et al.
Published: (2025)

SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
by: Shi, Xiaofeng, et al.
Published: (2025)

Mixture of Demonstrations for Textual Graph Understanding and Question Answering
by: Wu, Yukun, et al.
Published: (2026)

The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective
by: Hu, Binbin, et al.
Published: (2024)

Paper2SysArch: Structure-Constrained System Architecture Generation from Scientific Papers
by: Guo, Ziyi, et al.
Published: (2025)

Enhancing Abstractive Summarization of Scientific Papers Using Structure Information
by: Bao, Tong, et al.
Published: (2025)

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR
by: Burgess, James, et al.
Published: (2026)

PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval
by: Kweon, Wonbin, et al.
Published: (2025)

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
by: Fan, Yongqi, et al.
Published: (2025)

SciNets: Graph-Constrained Multi-Hop Reasoning for Scientific Literature Synthesis
by: Dubey, Sauhard
Published: (2025)

Token-level Collaborative Alignment for LLM-based Generative Recommendation
by: Lin, Fake, et al.
Published: (2026)

SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
by: Duan, Decheng, et al.
Published: (2025)

To Judge or not to Judge: Using LLM Judgements for Advertiser Keyphrase Relevance at eBay
by: Dey, Soumik, et al.
Published: (2025)

Meta Clustering of Neural Bandits
by: Ban, Yikun, et al.
Published: (2024)

Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation
by: Zhang, Yi, et al.
Published: (2025)

The Next Phase of Scientific Fact-Checking: Advanced Evidence Retrieval from Complex Structured Academic Papers
by: Deng, Xingyu, et al.
Published: (2025)

Discourse-Aware Scientific Paper Recommendation via QA-Style Summarization and Multi-Level Contrastive Learning
by: Wang, Shenghua, et al.
Published: (2025)

Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
by: Xiao, Yuxin, et al.
Published: (2024)