DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories Paper • 2602.10809 • Published Feb 11 • 59
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published Feb 12 • 34
GISA: A Benchmark for General Information-Seeking Assistant Paper • 2602.08543 • Published Feb 9 • 26
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 103
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30, 2025 • 59
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data Paper • 2502.08468 • Published Feb 12, 2025 • 16
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9, 2025 • 104
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Paper • 2401.06532 • Published Jan 12, 2024 • 13
Large Language Models for Information Retrieval: A Survey Paper • 2308.07107 • Published Aug 14, 2023 • 3