Miller, Alexander

Language Models as Knowledge Bases?

Petroni, F., Rocktäschel, T., Riedel, S., Lewis, P., Bakhtin, A., Wu, Y., & Miller, A. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 1,834

The Second Conversational Intelligence Challenge (ConvAI2)

Dinan, E., Logacheva, V., Malykh, V., Miller, A., Shuster, K., Urbanek, J., Kiela, D., Szlam, A., Serban, I., Lowe, R., et al. (2019) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 355

Human-level play in the game of Diplomacy by combining language models with strategic reasoning

Meta Fundamental AI Research Diplomacy Team (FAIR)†, Bakhtin, A., Brown, N., Dinan, E., Farina, G., Flaherty, C., Fried, D., Goff, A., Gray, J., Hu, H., et al. (2022) · Science

Artificial Intelligence in GamesSpeech and dialogue systems

Cited by 241

Retrieve and Refine: Improved Sequence Generation Models For Dialogue

Weston, J., Dinan, E., & Miller, A. (2018) · Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI

Speech and dialogue systemsTopic Modeling

Cited by 165

How Context Affects Language Models' Factual Predictions

Petroni, F., Lewis, P., Piktus, A., Rocktäschel, T., Wu, Y., Miller, A. H., & Riedel, S. (2020) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 154

Dialogue Learning With Human-In-The-Loop

Li, J., Miller, A. H., Chopra, S., Ranzato, M., & Weston, J. (2016) · arXiv

Speech and dialogue systemsReinforcement Learning in Robotics

Cited by 90

Importance of Search and Evaluation Strategies in Neural Dialogue Modeling

Kulikov, I., Miller, A., Cho, K., & Weston, J. (2019) · Proceedings of the 12th International Conference on Natural Language Generation

Speech and dialogue systemsSpeech Recognition and Synthesis

Cited by 83

The NetHack Learning Environment

Küttler, H., Nardelli, N., Miller, A. H., Raileanu, R., Selvatici, M., Grefenstette, E., & Rocktäschel, T. (2020) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 44