pith. sign in

Jacob Andreas

Identifiers

  • name variant Jacob Andreas 0.60 · backfill

Papers (28)

  1. ELF: Embedded Language Flows cs.CL · 2026 · author #7
  2. OpenEstimate: Evaluating LLMs on Reasoning Under Uncertainty with Real-World Data cs.AI · 2025 · author #4
  3. Modeling Student Learning with 3.8 Million Program Traces cs.LG · 2025 · author #4
  4. Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty cs.LG · 2025 · author #7
  5. LLM Hypnosis: Exploiting User Feedback for Unauthorized Knowledge Injection to All Users cs.CL · 2025 · author #4
  6. ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning cs.CL · 2025 · author #6
  7. What learning algorithm is in-context learning? Investigations with linear models cs.LG · 2022 · author #3
  8. A Survey of Reinforcement Learning Informed by Natural Language cs.LG · 2019 · author #5
  9. Pragmatically Informative Text Generation cs.CL · 2019 · author #3
  10. Measuring Compositionality in Representation Learning cs.LG · 2019 · author #1
  11. Guiding Policies with Language via Meta-Learning cs.LG · 2018 · author #5
  12. Explainable Neural Computation via Stack Neural Module Networks cs.CV · 2018 · author #2
  13. Speaker-Follower Models for Vision-and-Language Navigation cs.CV · 2018 · author #5
  14. Unified Pragmatic Models for Generating and Following Instructions cs.CL · 2017 · author #2
  15. Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? cs.AI · 2017 · author #3
  16. Learning with Latent Language cs.CL · 2017 · author #1
  17. Analogs of Linguistic Structure in Deep Representations cs.CL · 2017 · author #1
  18. A Minimal Span-Based Neural Constituency Parser cs.CL · 2017 · author #2
  19. Translating Neuralese cs.CL · 2017 · author #1
  20. Learning to Reason: End-to-End Module Networks for Visual Question Answering cs.CV · 2017 · author #2
  21. Modeling Relationships in Referential Expressions with Compositional Modular Networks cs.CV · 2016 · author #3
  22. Modular Multitask Reinforcement Learning with Policy Sketches cs.LG · 2016 · author #1
  23. Reasoning About Pragmatics with Neural Listeners and Speakers cs.CL · 2016 · author #1
  24. Learning to Compose Neural Networks for Question Answering cs.CL · 2016 · author #1
  25. Neural Module Networks cs.CV · 2015 · author #1
  26. Alignment-based compositional semantics for instruction following cs.CL · 2015 · author #1
  27. On the accuracy of self-normalized log-linear models stat.ML · 2015 · author #1
  28. The Complexity of Learning Principles and Parameters Grammars cs.FL · 2012 · author #1

Mentions

  • 1506.04147 #1 · backfill · confidence 0.70 Jacob Andreas
  • 1207.0052 #1 · backfill · confidence 0.70 Jacob Andreas
  • 2507.16806 #7 · arxiv_oai · confidence 0.70 Jacob Andreas
  • 2211.15661 #3 · arxiv_oai · confidence 0.70 Jacob Andreas
  • 2504.01296 #6 · arxiv_oai · confidence 0.70 Jacob Andreas

Frequent Coauthors