Local Saddle Point Optimization: A Curvature Exploitation Approach. - Leonard Adolphs; Hadi Daneshmand; Aurélien Lucchi; Thomas Hofmann 001 (AISTATS, 2019)

Ellipsoidal Trust Region Methods and the Marginal Value of Hessian Information for Neural Network Training. - Leonard Adolphs; Jonas Kohler; Aurélien Lucchi (CoRR, 2019)

LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games. - Leonard Adolphs; Thomas Hofmann 001 (AAAI, 2020)

How to Query Language Models? - Leonard Adolphs; Shehzaad Dhuliawala; Thomas Hofmann 001 (CoRR, 2021)

Boosting Search Engines with Interactive Agents. - Leonard Adolphs; Benjamin Börschinger; Christian Buck; Michelle Chen Huebscher; Massimiliano Ciaramita; Lasse Espeholt; Thomas Hofmann 001; Yannic Kilcher (CoRR, 2021)

Calibration of Machine Reading Systems at Scale. - Shehzaad Dhuliawala; Leonard Adolphs; Rajarshi Das; Mrinmaya Sachan (ACL (Findings), 2022)

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. - Kurt Shuster 001; Mojtaba Komeili; Leonard Adolphs; Stephen Roller; Arthur Szlam; Jason Weston (EMNLP (Findings), 2022)

Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. - Leonard Adolphs; Kurt Shuster 001; Jack Urbanek; Arthur Szlam; Jason Weston (EMNLP (Findings), 2022)

Decoding a Neural Retriever's Latent Space for Query Suggestion. - Leonard Adolphs; Michelle Chen Huebscher; Christian Buck; Sertan Girgin; Olivier Bachem; Massimiliano Ciaramita; Thomas Hofmann 001 (EMNLP, 2022)

Boosting Search Engines with Interactive Agents. - Leonard Adolphs; Benjamin Börschinger; Christian Buck; Michelle Chen Huebscher; Massimiliano Ciaramita; Lasse Espeholt; Thomas Hofmann 001; Yannic Kilcher; Sascha Rothe; Pier Giuseppe Sessa; Lierni Sestorain (Trans. Mach. Learn. Res., 2022)

The CRINGE Loss: Learning what language not to model. - Leonard Adolphs; Tianyu Gao; Jing Xu; Kurt Shuster 001; Sainbayar Sukhbaatar; Jason Weston (ACL (1), 2023)

Interactive Language-Based Agents. - Leonard Adolphs (2023)