Masafumi Enomoto

Papers on Lattice

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Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Ryoma Obara (1)Haochen Zhang (1)Masafumi Oyamada (1)

Papers (1)

Apr 2, 2026

Masafumi Enomoto +3Apr 2, 2026·also NEC Corporation

Read More, Think More: Revisiting Observation Reduction for Web Agents

Counterintuitively, giving web-navigating LLMs *more* HTML to read—not less—unlocks better action grounding and overall performance, but only if the model is capable enough and given sufficient "thinking" tokens.

Masafumi Enomoto, Ryoma Obara, Haochen Zhang +1

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Tool Use & Agents

Masafumi Enomoto

Research focus

Frequent co-authors

Papers (1)

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Masafumi Enomoto

Research focus

Frequent co-authors

Papers (1)