Papers
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview
Deven Santosh Shah, H. Andrew Schwartz, Dirk Hovy
Premise Selection in Natural Language Mathematical Texts
Deborah Ferreira, André Freitas
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders
Yu Duan, Canwen Xu, Jiaxin Pei et al.
Pretrained Transformers Improve Out-of-Distribution Robustness
Dan Hendrycks, Xiaoyuan Liu, Eric Wallace et al.
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning
Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier et al.
Pre-training via Leveraging Assisting Languages for Neural Machine Translation
Haiyue Song, Raj Dabre, Zhuoyuan Mao et al.
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models
Dan Iter, Kelvin Guu, Larry Lansing et al.
Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation
Hiroaki Funayama, Shota Sasaki, Yuichiroh Matsubayashi et al.
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order
Yi Liao, Xin Jiang, Qun Liu
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering
Hao Cheng, Ming-Wei Chang, Kenton Lee et al.
Probing for Referential Information in Language Models
Ionut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
Probing Linguistic Systematicity
Emily Goodwin, Koustuv Sinha, Timothy J. O’Donnell
Probing Neural Dialog Models for Conversational Understanding
Abdelrhman Saleh, Tovly Deutsch, Stephen Casper et al.
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
Sebastian Weigelt, Vanessa Steurer, Tobias Hey et al.
Prta: A System to Support the Analysis of Propaganda Techniques in the News
Giovanni Da San Martino, Shaden Shaar, Yifan Zhang et al.
PuzzLing Machines: A Challenge on Learning From Small Data
Gözde Gül Şahin, Yova Kementchedjhieva, Phillip Rust et al.
pyBART: Evidence-based Syntactic Transformations for IE
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
Pyramid: A Layered Model for Nested Named Entity Recognition
Jue Wang, Lidan Shou, Ke Chen et al.
Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings
Anthony Rios, Reenam Joshi, Hejin Shin
Quantifying Attention Flow in Transformers
Samira Abnar, Willem Zuidema
QuASE: Question-Answer Driven Sentence Encoding
Hangfeng He, Qiang Ning, Dan Roth
Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases
Yunshi Lan, Jing Jiang
Rˆ3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge
Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan et al.
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason
Naoya Inoue, Pontus Stenetorp, Kentaro Inui