Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models EMNLP

Zi’ou Zheng | Christopher Malon | Martin Renqiang Min | Xiaodan Zhu |

Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP Findings

Zhan Shi | Hui Liu | Martin Renqiang Min | Christopher Malon | Li Erran Li | Xiaodan Zhu |

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL

Pengyu Cheng | Martin Renqiang Min | Dinghan Shen | Christopher Malon | Yizhe Zhang | Yitong Li | Lawrence Carin |

Learning Context-Sensitive Convolutional Filters for Text Processing EMNLP

Dinghan Shen | Martin Renqiang Min | Yitong Li | Lawrence Carin |

Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL

Dinghan Shen | Guoyin Wang | Wenlin Wang | Martin Renqiang Min | Qinliang Su | Yizhe Zhang | Chunyuan Li | Ricardo Henao | Lawrence Carin |