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Author

Matteo Merler

Observed name: Merler, Matteo
OpenAlex ID: A5113392231
In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery
2024 · Matteo Merler, Katsiaryna Haitsiukevich, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 15
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Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
2024 · Nicola Dainese, Matteo Merler, et al. · neural information processing systems · 4
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
2024 · Dainese, Nicola, Merler, Matteo, et al. · arXiv (Cornell University) · 2
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EMPIRIC: Experiment-Driven Learning of Residual World Models for Robot Planning
2026 · Liang, Yichao, Li, Amber, et al. · arXiv (Cornell University)
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Coding Agents for Generalized Task and Motion Planning Problems
2026 · Merler, Matteo, Li, Bowen, et al. · arXiv (Cornell University)
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QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents
2026 · Hernández-Gutiérrez, Sergio, Merler, Matteo, et al. · arXiv (Cornell University)
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ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models
2026 · Matteo Merler, Nicola Dainese, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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DecSelfMask: Leveraging Unlabeled Text via Self-Relevance-Guided Masking for Decoder-Only Classification
2026 · Pietro Ferrazzi, Matteo Merler, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers
2026 · Giovanni Bonetta, Matteo Merler, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 11
Citation count: 21
H-index: 2
I10-index: 1
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