ScholarQuest: A Taxonomy-Guided Benchmark for Agentic Academic Paper Search in Open Literature Environments
cs.IR, cs.AI
Submitted: 2026-06-18
Updated: 2026-10-13
Code: https://github.com/pty12345/ScholarQuest
Terminology
Sources
- Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward
- Video Summarisation by Classification with Deep Reinforcement Learning
- Unsupervised Transcript-assisted Video Summarization and Highlight Detection
- ITER: Iterative Neural Repair for Multi-Location Patches
- Anchor: Locating Android Framework-specific Crashing Faults
- Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary
- Efficiently Reusing Old Models Across Languages via Transfer Learning
- A Comparative Audit of Privacy Policies from Healthcare Organizations in USA, UK and India
- Privacy Challenges and Solutions in Retrieval-Augmented Generation-Enhanced LLMs for Healthcare Chatbots: A Review of Applications, Risks, and Future Directions
- A Qualitative Analysis Framework for mHealth Privacy Practices
- Evaluating Privacy Measures in Healthcare Apps Predominantly Used by Older Adults
- M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
- Mind2Report: Expert-Level Commercial Report Synthesis via Cognitive Deep Research Agent
- PaSa: An LLM Agent for Comprehensive Academic Paper Search
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
- PaperScout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization
- DeepXiv-SDK: An Agentic Data Interface for Scientific Literature
- SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
- PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature
- Qwen3 Technical Report
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