agentic search 1context management 1information retrieval 1long-horizon tasks 1web browsing agents 1
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cs.CL2026
Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search
Howard Yen, Yoonsang Lee, Ashwin Paranjape +5
The paper introduces SLIM, a lightweight framework that separates search and browsing tools and periodically summarizes information to overcome context limits in long-horizon web‑a…
cs.CL2025
MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua +83
Text embeddings are typically evaluated on a limited set of tasks, which are constrained by language, domain, and task diversity. To address these limitations and provide a more co…