SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Beichen, Wen, Zhiyuan, Yang, Yu, Gao, Peng, Yang, Ruosong, Shen, Jiaxing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System
by: Wen, Zhiyuan, et al.
Published: (2025)
by: Wen, Zhiyuan, et al.
Published: (2025)
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
by: Zhang, Chunxu, et al.
Published: (2024)
by: Zhang, Chunxu, et al.
Published: (2024)
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems
by: Caspari, Laura, et al.
Published: (2024)
by: Caspari, Laura, et al.
Published: (2024)
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
by: Jia, Jian, et al.
Published: (2025)
by: Jia, Jian, et al.
Published: (2025)
SuiteEval: Simplifying Retrieval Benchmarks
by: Parry, Andrew, et al.
Published: (2026)
by: Parry, Andrew, et al.
Published: (2026)
A Comprehensive Survey on Retrieval Methods in Recommender Systems
by: Huang, Junjie, et al.
Published: (2024)
by: Huang, Junjie, et al.
Published: (2024)
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis
by: Cui, Tianyu, et al.
Published: (2024)
by: Cui, Tianyu, et al.
Published: (2024)
Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling
by: Lan, Yu-Ting, et al.
Published: (2025)
by: Lan, Yu-Ting, et al.
Published: (2025)
On-Device Recommender Systems: A Comprehensive Survey
by: Yin, Hongzhi, et al.
Published: (2024)
by: Yin, Hongzhi, et al.
Published: (2024)
HintEval: A Comprehensive Framework for Hint Generation and Evaluation for Questions
by: Mozafari, Jamshid, et al.
Published: (2025)
by: Mozafari, Jamshid, et al.
Published: (2025)
SurveyLens: A Research Discipline-Aware Benchmark for Automatic Survey Generation
by: Guo, Beichen, et al.
Published: (2026)
by: Guo, Beichen, et al.
Published: (2026)
Generalized Embedding Machines for Recommender Systems
by: Yang, Enneng, et al.
Published: (2020)
by: Yang, Enneng, et al.
Published: (2020)
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
by: Cao, Yuwei, et al.
Published: (2024)
by: Cao, Yuwei, et al.
Published: (2024)
Propagating Similarity, Mitigating Uncertainty: Similarity Propagation-enhanced Uncertainty for Multimodal Recommendation
by: Wu, Xinzhuo, et al.
Published: (2026)
by: Wu, Xinzhuo, et al.
Published: (2026)
Poisoning Attacks against Recommender Systems: A Survey
by: Wang, Zongwei, et al.
Published: (2024)
by: Wang, Zongwei, et al.
Published: (2024)
HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems
by: Yang, Haoqiang, et al.
Published: (2025)
by: Yang, Haoqiang, et al.
Published: (2025)
SimEval-IR: A Unified Toolkit and Benchmark Suite for Evaluating User Simulators and Search Sessions
by: Zerhoudi, Saber
Published: (2026)
by: Zerhoudi, Saber
Published: (2026)
Automated Similarity Metric Generation for Recommendation
by: Qu, Liang, et al.
Published: (2024)
by: Qu, Liang, et al.
Published: (2024)
A Survey on Generative Recommendation: Data, Model, and Tasks
by: Hou, Min, et al.
Published: (2025)
by: Hou, Min, et al.
Published: (2025)
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
by: Dai, Sunhao, et al.
Published: (2024)
by: Dai, Sunhao, et al.
Published: (2024)
A Survey on LLM-powered Agents for Recommender Systems
by: Peng, Qiyao, et al.
Published: (2025)
by: Peng, Qiyao, et al.
Published: (2025)
Direct Preference Optimization for LLM-Enhanced Recommendation Systems
by: Sun, Chao, et al.
Published: (2024)
by: Sun, Chao, et al.
Published: (2024)
Document Similarity Enhanced IPS Estimation for Unbiased Learning to Rank
by: Liang, Zeyan, et al.
Published: (2025)
by: Liang, Zeyan, et al.
Published: (2025)
Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search
by: Qin, Weicong, et al.
Published: (2025)
by: Qin, Weicong, et al.
Published: (2025)
LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific Data
by: Cancellieri, Matteo, et al.
Published: (2025)
by: Cancellieri, Matteo, et al.
Published: (2025)
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness
by: Altuncu, Enes, et al.
Published: (2022)
by: Altuncu, Enes, et al.
Published: (2022)
AutoDataset: A Lightweight System for Continuous Dataset Discovery and Search
by: Yang, Junzhe, et al.
Published: (2026)
by: Yang, Junzhe, et al.
Published: (2026)
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
by: Chen, Jing, et al.
Published: (2025)
by: Chen, Jing, et al.
Published: (2025)
Toward Automatic Group Membership Annotation for Group Fairness Evaluation
by: Chen, Fumian, et al.
Published: (2024)
by: Chen, Fumian, et al.
Published: (2024)
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
AutoSurvey: Large Language Models Can Automatically Write Surveys
by: Wang, Yidong, et al.
Published: (2024)
by: Wang, Yidong, et al.
Published: (2024)
Robust Recommender System: A Survey and Future Directions
by: Zhang, Kaike, et al.
Published: (2023)
by: Zhang, Kaike, et al.
Published: (2023)
Embedding Compression in Recommender Systems: A Survey
by: Li, Shiwei, et al.
Published: (2024)
by: Li, Shiwei, et al.
Published: (2024)
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation
by: Yu, Qinhan, et al.
Published: (2025)
by: Yu, Qinhan, et al.
Published: (2025)
Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering
by: Zhang, Zijian, et al.
Published: (2025)
by: Zhang, Zijian, et al.
Published: (2025)
Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation
by: Yang, Yuhan, et al.
Published: (2026)
by: Yang, Yuhan, et al.
Published: (2026)
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
by: Zhou, Yingli, et al.
Published: (2026)
by: Zhou, Yingli, et al.
Published: (2026)
IRB: Automated Generation of Robust Factuality Benchmarks
by: Do, Lam Thanh, et al.
Published: (2026)
by: Do, Lam Thanh, et al.
Published: (2026)
GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems
by: Mei, Tiehua, et al.
Published: (2025)
by: Mei, Tiehua, et al.
Published: (2025)
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs
by: Gao, Cheng, et al.
Published: (2024)
by: Gao, Cheng, et al.
Published: (2024)
Similar Items
-
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System
by: Wen, Zhiyuan, et al.
Published: (2025) -
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
by: Zhang, Chunxu, et al.
Published: (2024) -
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems
by: Caspari, Laura, et al.
Published: (2024) -
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
by: Jia, Jian, et al.
Published: (2025) -
SuiteEval: Simplifying Retrieval Benchmarks
by: Parry, Andrew, et al.
Published: (2026)