Alexander H. Miller

32 papers A* 4B 1Journal 20Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Scalable Measure of Loss Landscape Curvature for Analyzing the Training Dynamics of LLMs. CoRR Dayal Singh Kalra, Jean-Christophe Gagnon-Audet, Andrey Gromov, Ishita Mediratta, Kelvin Niu, Alexander H. Miller, Michael Shvartsman
2026	J	`jnl`	AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents. CoRR Alisia Maria Lupidi, Bhavul Gauri, Thomas Foster, Bassel Al Omari, Despoina Magka, Alberto Pepe, Alexis Audran-Reiss, Muna Aghamelu, Nicolas Mario Baldwin, Lucia Cipolina-Kun, Jean-Christophe Gagnon-Audet, Chee Hau Leow, Sandra Lefdal, Hossam Mossalam, Abhinav Moudgil, Saba Nazir, Emanuel Tewolde, Isabel Urrego, Jordi Armengol-Estapé, Amar Budhiraja, Gaurav Chaurasia, Abhishek Charnalia, Derek Dunfield, Karen Hambardzumyan, Daniel Izcovich, Martin Josifoski, Ishita Mediratta, Kelvin Niu, Parth Pathak, Michael Shvartsman, Edan Toledo, Anton Protopopov, Roberta Raileanu, Alexander H. Miller, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach
2026	J	`jnl`	Asking the Right Questions: Improving Reasoning with Generated Stepping Stones. CoRR Hengyuan Hu, Tingchen Fu, Minqi Jiang, Alexander H. Miller, Yoram Bachrach, Jakob Nicolaus Foerster
2025	J	`jnl`	AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. CoRR Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Rishi Hazra, Nicolas Mario Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Kelvin Niu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H. Miller, Abhishek Charnalia, Derek Dunfield, Carole-Jean Wu, Pontus Stenetorp, Nicola Cancedda, Jakob Nicolaus Foerster, Yoram Bachrach
2025	J	`jnl`	Scaling and Distilling Transformer Models for sEMG. CoRR Nicholas Mehlman, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Kelvin Niu, Alexander H. Miller, Shagun Sodhani
2025	J	`jnl`	Scaling and Distilling Transformer Models for sEMG. Trans. Mach. Learn. Res. Nicholas Mehlman, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Kelvin Niu, Alexander H. Miller, Shagun Sodhani
2025	J	`jnl`	The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. CoRR Bingchen Zhao, Despoina Magka, Minqi Jiang, Xian Li, Roberta Raileanu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Kelvin Niu, Shagun Sodhani, Michael Shvartsman, Andrei Lupu, Alisia Maria Lupidi, Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Thomas Foster, Lucia Cipolina-Kun, Abhishek Charnalia, Derek Dunfield, Alexander H. Miller, Oisin Mac Aodha, Jakob N. Foerster, Yoram Bachrach
2023	A*	`conf`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. ICLR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2022	J	`jnl`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. CoRR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2020	—	`conf`	How Context Affects Language Models' Factual Predictions. AKBC Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2020	J	`jnl`	How Context Affects Language Models' Factual Predictions. CoRR Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2020	A*	`conf`	The NetHack Learning Environment. NeurIPS Heinrich Küttler, Nantas Nardelli, Alexander H. Miller, Roberta Raileanu, Marco Selvatici, Edward Grefenstette, Tim Rocktäschel
2020	J	`jnl`	The NetHack Learning Environment. CoRR Heinrich Küttler, Nantas Nardelli, Alexander H. Miller, Roberta Raileanu, Marco Selvatici, Edward Grefenstette, Tim Rocktäschel
2019	B	`conf`	Importance of Search and Evaluation Strategies in Neural Dialogue Modeling. INLG Ilia Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston
2019	—	`conf`	Language Models as Knowledge Bases? EMNLP/IJCNLP (1) Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller
2019	J	`jnl`	Language Models as Knowledge Bases? CoRR Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
2019	J	`jnl`	MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions. CoRR Viswanath Sivakumar, Tim Rocktäschel, Alexander H. Miller, Heinrich Küttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel
2019	J	`jnl`	The Second Conversational Intelligence Challenge (ConvAI2). CoRR Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston
2018	J	`jnl`	Importance of a Search Strategy in Neural Dialogue Modelling. CoRR Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston
2018	—	`conf`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2018	—	`conf`	Retrieve and Refine: Improved Sequence Generation Models For Dialogue. SCAI@EMNLP Jason Weston, Emily Dinan, Alexander H. Miller
2018	J	`jnl`	Retrieve and Refine: Improved Sequence Generation Models For Dialogue. CoRR Jason Weston, Emily Dinan, Alexander H. Miller
2017	—	`conf`	Dialogue Learning With Human-in-the-Loop. ICLR (Poster) Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2017	—	`conf`	Learning through Dialogue Interactions by Asking Questions. ICLR (Poster) Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2017	J	`jnl`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2017	—	`conf`	ParlAI: A Dialog Research Software Platform. EMNLP (System Demonstrations) Alexander H. Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, Jason Weston
2017	J	`jnl`	ParlAI: A Dialog Research Software Platform. CoRR Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston
2016	J	`jnl`	Dialogue Learning With Human-In-The-Loop. CoRR Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2016	A*	`conf`	Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. ICLR (Poster) Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston
2016	A*	`conf`	Key-Value Memory Networks for Directly Reading Documents. EMNLP Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston
2016	J	`jnl`	Key-Value Memory Networks for Directly Reading Documents. CoRR Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston
2016	J	`jnl`	Learning Through Dialogue Interactions. CoRR Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston