Readings & resources: Families of problems

L6 (September 10, 2026)
back to schedule

• Schwartz, O. “Andrey Markov & Claude Shannon Counted Letters to Build the First Language-Generation Models.” IEEE Spectrum, November 11, 2019.
• McCoy, R. T., Pavlick, E., Linzen, T. “Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference.” ACL 2019.
• Gururangan, S., Swayamdipta, S., Levy, O., Schwartz, R., Bowman, S. R., Smith, N. A. “Annotation Artifacts in Natural Language Inference Data.” NAACL 2018.
• Paolini, G. et al. “Structured Prediction as Translation between Augmented Natural Languages.” ICLR 2021.
• Yin, W., Hay, J., Roth, D. “Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach.” EMNLP-IJCNLP 2019.