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Christopher Potts

Identifiers

  • name variant Christopher Potts 0.60 · backfill

Papers (36)

  1. Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention cs.LG · 2026 · author #8
  2. PreFT: Prefill-only finetuning for efficient inference cs.LG · 2026 · author #7
  3. Fast Byte Latent Transformer cs.CL · 2026 · author #6
  4. A paradox of AI fluency cs.CL · 2026 · author #1
  5. Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning cs.CL · 2026 · author #5
  6. Synthetic Data for any Differentiable Target cs.CL · 2026 · author #7
  7. Document Optimization for Black-Box Retrieval via Reinforcement Learning cs.CL · 2026 · author #4
  8. Invisible failures in human-AI interactions cs.CL · 2026 · author #1
  9. Addressing divergent representations from causal interventions on neural networks cs.LG · 2025 · author #4
  10. Composing Policy Gradients and Prompt Optimization for Language Model Programs cs.CL · 2025 · author #12
  11. GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning cs.CL · 2025 · author #11
  12. DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines cs.CL · 2023 · author #13
  13. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models cs.CL · 2022 · author #81
  14. On the Opportunities and Risks of Foundation Models cs.LG · 2021 · author #81
  15. Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints cs.CL · 2019 · author #2
  16. Effective Feature Representation for Clinical Text Concept Extraction cs.CL · 2018 · author #4
  17. Stress-Testing Neural Models of Natural Language Inference with Multiply-Quantified Sentences cs.CL · 2018 · author #4
  18. An Incremental Iterated Response Model of Pragmatics cs.CL · 2018 · author #3
  19. A case for deep learning in semantics cs.CL · 2018 · author #1
  20. Representing Social Media Users for Sarcasm Detection cs.CL · 2018 · author #2
  21. Pragmatically Informative Image Captioning with Character-Level Inference cs.CL · 2018 · author #3
  22. Mittens: An Extension of GloVe for Learning Domain-Specialized Representations cs.CL · 2018 · author #2
  23. Generating Bilingual Pragmatic Color References cs.CL · 2018 · author #4
  24. On the Effective Use of Pretraining for Natural Language Inference cs.CL · 2017 · author #3
  25. Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations stat.ML · 2017 · author #3
  26. Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding cs.CL · 2017 · author #4
  27. Learning to Generate Compositional Color Descriptions cs.CL · 2016 · author #3
  28. A Fast Unified Model for Parsing and Sentence Understanding cs.CL · 2016 · author #6
  29. Learning in the Rational Speech Acts Model cs.CL · 2015 · author #2
  30. A large annotated corpus for learning natural language inference cs.CL · 2015 · author #3
  31. Tree-structured composition in neural networks without tree-structured architectures cs.CL · 2015 · author #3
  32. Text to 3D Scene Generation with Rich Lexical Grounding cs.CL · 2015 · author #4
  33. Learning Distributed Word Representations for Natural Logic Reasoning cs.CL · 2014 · author #2
  34. Exploiting Social Network Structure for Person-to-Person Sentiment Analysis cs.SI · 2014 · author #4
  35. Recursive Neural Networks Can Learn Logical Semantics cs.CL · 2014 · author #2
  36. A Computational Approach to Politeness with Application to Social Factors cs.CL · 2013 · author #5

Mentions

  • 1506.04834 #3 · backfill · confidence 0.70 Christopher Potts
  • 1505.06289 #4 · backfill · confidence 0.70 Christopher Potts
  • 1410.4176 #2 · backfill · confidence 0.70 Christopher Potts
  • 1409.2450 #4 · backfill · confidence 0.70 Christopher Potts
  • 1406.1827 #2 · backfill · confidence 0.70 Christopher Potts
  • 2605.29548 #8 · arxiv_oai · confidence 0.70 Christopher Potts
  • 1306.6078 #5 · backfill · confidence 0.70 Christopher Potts

Frequent Coauthors