Key-Value Memory Networks for Directly Reading Documents. - Alexander H. Miller; Adam Fisch; Jesse Dodge; Amir-Hossein Karimi; Antoine Bordes; Jason Weston (EMNLP, 2016)

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. - Jesse Dodge; Andreea Gane; Xiang Zhang 013; Antoine Bordes; Sumit Chopra; Alexander H. Miller; Arthur Szlam; Jason Weston (ICLR (Poster), 2016)

Learning Through Dialogue Interactions. - Jiwei Li; Alexander H. Miller; Sumit Chopra; Marc'Aurelio Ranzato; Jason Weston (CoRR, 2016)

ParlAI: A Dialog Research Software Platform. - Alexander H. Miller; Will Feng; Dhruv Batra; Antoine Bordes; Adam Fisch; Jiasen Lu; Devi Parikh; Jason Weston (EMNLP (System Demonstrations), 2017)

Dialogue Learning With Human-in-the-Loop. - Jiwei Li; Alexander H. Miller; Sumit Chopra; Marc'Aurelio Ranzato; Jason Weston (ICLR (Poster), 2017)

Learning through Dialogue Interactions by Asking Questions. - Jiwei Li; Alexander H. Miller; Sumit Chopra; Marc'Aurelio Ranzato; Jason Weston (ICLR (Poster), 2017)

Retrieve and Refine: Improved Sequence Generation Models For Dialogue. - Jason Weston; Emily Dinan; Alexander H. Miller (SCAI@EMNLP, 2018)

Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. - Zhilin Yang 001; Saizheng Zhang; Jack Urbanek; Will Feng; Alexander H. Miller; Arthur Szlam; Douwe Kiela; Jason Weston (ICLR (Poster), 2018)

Importance of a Search Strategy in Neural Dialogue Modelling. - Ilya Kulikov; Alexander H. Miller; Kyunghyun Cho; Jason Weston (CoRR, 2018)

Language Models as Knowledge Bases? - Fabio Petroni; Tim Rocktäschel; Sebastian Riedel 001; Patrick Lewis 001; Anton Bakhtin; Yuxiang Wu; Alexander H. Miller (EMNLP/IJCNLP (1), 2019)

Importance of Search and Evaluation Strategies in Neural Dialogue Modeling. - Ilia Kulikov; Alexander H. Miller; Kyunghyun Cho; Jason Weston (INLG, 2019)

The Second Conversational Intelligence Challenge (ConvAI2). - Emily Dinan; Varvara Logacheva; Valentin Malykh; Alexander H. Miller; Kurt Shuster 001; Jack Urbanek; Douwe Kiela; Arthur Szlam; Iulian Serban; Ryan Lowe; Shrimai Prabhumoye; Alan W. Black; et al. (CoRR, 2019)

MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions. - Viswanath Sivakumar; Tim Rocktäschel; Alexander H. Miller; Heinrich Küttler; Nantas Nardelli; Mike Rabbat; Joelle Pineau; Sebastian Riedel 001 (CoRR, 2019)

How Context Affects Language Models' Factual Predictions. - Fabio Petroni; Patrick Lewis 001; Aleksandra Piktus; Tim Rocktäschel; Yuxiang Wu; Alexander H. Miller; Sebastian Riedel 001 (AKBC, 2020)

The NetHack Learning Environment. - Heinrich Küttler; Nantas Nardelli; Alexander H. Miller; Roberta Raileanu; Marco Selvatici; Edward Grefenstette; Tim Rocktäschel (NeurIPS, 2020)

Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. - Anton Bakhtin; David J. Wu 002; Adam Lerer; Jonathan Gray; Athul Paul Jacob; Gabriele Farina; Alexander H. Miller; Noam Brown (ICLR, 2023)

Scaling and Distilling Transformer Models for sEMG. - Nicholas Mehlman; Jean-Christophe Gagnon-Audet; Michael Shvartsman; Kelvin Niu; Alexander H. Miller; Shagun Sodhani (Trans. Mach. Learn. Res., 2025)

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. - 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; et al. (CoRR, 2025)

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. - 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; et al. (CoRR, 2025)