Lewis Tunstall

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion

Venues

EMNLP (3) ICML (1) JMLR (1)

Top co-authors

Angelina McMillan-Major (2) Abhishek Thakur (2) Victor Mustar (2) Yacine Jernite (2) Kaustubh Dhole (1) Deyi Xiong (1) Hiroaki Hayashi (1) Nazneen Rajani (1) Craig Thomson (1) Qi Zhu (1)

Research topics

Computer Science (3) Artificial Intelligence (2) Machine Learning (2) Applications (2) Optimization & Theory (2) Natural Language Processing (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Methods (1) Resources & Methods (1) Systems (1)

Keywords

feature extraction (1) natural language generation (1) model evaluation (1) topological data analysis (1) regret minimization (1) persistent homology (1) information gain (1) meta-reinforcement learning (1) evaluation metric (1) model benchmarking (1) dataset evaluation (1) fine tuning (1) preprocessing technique (1) corpus curation (1) nlp dataset (1) test-time compute (1) community contribution (1) corpus management (1) data exploration (1) dataset library (1)

Papers

Optimizing Test-Time Compute via Meta Reinforcement Finetuning ICML 2025 Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements EMNLP 2022 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 Datasets: A Community Library for Natural Language Processing EMNLP 2021 giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration JMLR 2021