Paper Review - Discretized Integrated Gradients for Explaining Language Models
Authors: Soumya Sanyal, Xiang Ren
NLP
Paper Review - What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization
Authors: Griffin Adams, Emily Alsentzer, Mert Ketenci, Jason Zucker, Noémie Elhadad
Paper Review - Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
Authors: Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang
Paper Review - Flexible Operations for Natural Language Deduction
Authors: Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, Greg Durrett
Paper Review - Discourse-Aware Neural Extractive Text Summarization
Authors: Jiacheng Xu, Zhe Gan, Yu Cheng, Jingjing Liu
Paper Review - Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Authors: Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk