Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction. - Allen Schmaltz; Yoon Kim; Alexander M. Rush; Stuart M. Shieber (BEA@NAACL-HLT, 2016)

Word Ordering Without Syntax. - Allen Schmaltz; Alexander M. Rush; Stuart M. Shieber (EMNLP, 2016)

Adapting Sequence Models for Sentence Correction. - Allen Schmaltz; Yoon Kim; Alexander M. Rush; Stuart M. Shieber (EMNLP, 2017)

On the Utility of Lay Summaries and AI Safety Disclosures: Toward Robust, Open Research Oversight. - Allen Schmaltz (EthNLP@NAACL-HLT, 2018)

Toward Grammatical Error Detection from Sentence Labels: Zero-shot Sequence Labeling with CNNs and Contextualized Embeddings. - Allen Schmaltz (CoRR, 2019)

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. - Andrew L. Beam; Benjamin Kompa; Allen Schmaltz; Inbar Fried; Griffin M. Weber; Nathan P. Palmer; Xu Shi; Tianxi Cai; Isaac S. Kohane (PSB, 2020)

Exemplar Auditing for Multi-Label Biomedical Text Classification. - Allen Schmaltz; Andrew Beam (CoRR, 2020)

Coarse-to-Fine Memory Matching for Joint Retrieval and Classification. - Allen Schmaltz; Andrew Beam (CoRR, 2020)

Detecting Local Insights from Global Labels: Supervised and Zero-Shot Sequence Labeling via a Convolutional Decomposition. - Allen Schmaltz (Comput. Linguistics, 2021)

Approximate Conditional Coverage via Neural Model Approximations. - Allen Schmaltz; Danielle Rasooly (CoRR, 2022)

Similarity-Distance-Magnitude Universal Verification. - Allen Schmaltz (CoRR, 2025)