Mode Regularized Generative Adversarial Networks. - Tong Che; Yanran Li; Athul Paul Jacob; Yoshua Bengio; Wenjie Li 002 (ICLR (Poster), 2017)

Boundary-Seeking Generative Adversarial Networks. - R. Devon Hjelm; Athul Paul Jacob; Tong Che; Kyunghyun Cho; Yoshua Bengio (CoRR, 2017)

Straight to the Tree: Constituency Parsing with Neural Syntactic Distance. - Yikang Shen; Zhouhan Lin; Athul Paul Jacob; Alessandro Sordoni; Aaron C. Courville; Yoshua Bengio (ACL (1), 2018)

Boundary Seeking GANs. - R. Devon Hjelm; Athul Paul Jacob; Adam Trischler; Gerry Che; Kyunghyun Cho; Yoshua Bengio (ICLR (Poster), 2018)

Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences. - Athul Paul Jacob; Zhouhan Lin; Alessandro Sordoni; Yoshua Bengio (Rep4NLP@ACL, 2018)

Multitasking Inhibits Semantic Drift. - Athul Paul Jacob; Mike Lewis; Jacob Andreas (NAACL-HLT, 2021)

Modeling Strong and Human-Like Gameplay with KL-Regularized Search. - Athul Paul Jacob; David J. Wu 002; Gabriele Farina; Adam Lerer; Anton Bakhtin; Jacob Andreas; Noam Brown (CoRR, 2021)

Modeling Strong and Human-Like Gameplay with KL-Regularized Search. - Athul Paul Jacob; David J. Wu 002; Gabriele Farina; Adam Lerer; Hengyuan Hu; Anton Bakhtin; Jacob Andreas; Noam Brown (ICML, 2022)

AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies. - Weiyan Shi; Emily Dinan; Adi Renduchintala; Daniel Fried; Athul Paul Jacob; Zhou Yu; Mike Lewis (CoRR, 2022)

AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies. - Weiyan Shi; Emily Dinan; Adi Renduchintala; Daniel Fried; Athul Paul Jacob; Zhou Yu; Mike Lewis (EMNLP (Findings), 2023)

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)

Modeling Boundedly Rational Agents with Latent Inference Budgets. - Athul Paul Jacob; Abhishek Gupta 004; Jacob Andreas (ICLR, 2024)

The Consensus Game: Language Model Generation via Equilibrium Search. - Athul Paul Jacob; Yikang Shen; Gabriele Farina; Jacob Andreas (ICLR, 2024)

Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. - Athul Paul Jacob; Gabriele Farina; Jacob Andreas (NAACL-HLT, 2024)

Human-Aligned Chess With a Bit of Search. - Yiming Zhang 022; Athul Paul Jacob; Vivian Lai; Daniel Fried; Daphne Ippolito (ICLR, 2025)