Lightly-supervised Representation Learning with Global Interpretability. - Andrew Zupon; Maria Alexeeva; Marco Antonio Valenzuela-Escárcega; Ajay Nagesh; Mihai Surdeanu (SPNLP@NAACL-HLT, 2019)

MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions. - Maria Alexeeva; Rebecca Sharp; Marco Antonio Valenzuela-Escárcega; Jennifer Kadowaki; Adarsh Pyarelal; Clayton T. Morrison (LREC, 2020)

Combining Extraction and Generation for Constructing Belief-Consequence Causal Links. - Maria Alexeeva; Allegra A. Beal; Mihai Surdeanu (Insights@ACL, 2022)

Annotating and Training for Population Subjective Views. - Maria Alexeeva; Caroline Hyland; Keith Alcock; Allegra Argent Beal Cohen; Hubert Kanyamahanga; Isaac Kobby Anni; Mihai Surdeanu (WASSA@ACL, 2023)

Subjectivity Is All You Get: Automatic Extraction and Application of Population Subjective Views. - Maria Alexeeva (2025)