Papers
On Geodesic Distances and Contextual Embedding Compression for Text Classification
Rishi Jha, Kai Mihata
On learning and representing social meaning in NLP: a sociolinguistic perspective
Dong Nguyen, Laura Rosseel, Jack Grieve
On Learning Text Style Transfer with Direct Rewards
Yixin Liu, Graham Neubig, John Wieting
On Randomized Classification Layers and Their Implications in Natural Language Generation
Gal-Lev Shalev, Gabi Shalev, Joseph Keshet
On the Impact of Random Seeds on the Fairness of Clinical Classifiers
Silvio Amir, Jan-Willem van de Meent, Byron Wallace
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies
Tianyi Zhang, Tatsunori B. Hashimoto
On the logistical difficulties and findings of Jopara Sentiment Analysis
Marvin Agüero-Torales, David Vilares, Antonio López-Herrera
On the State of Social Media Data for Mental Health Research
Keith Harrigian, Carlos Aguirre, Mark Dredze
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering
Shayne Longpre, Yi Lu, Chris DuBois
On the Transformer Growth for Progressive BERT Training
Xiaotao Gu, Liyuan Liu, Hongkun Yu et al.
On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles
Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha et al.
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
Xisen Jin, Francesco Barbieri, Brendan Kennedy et al.
On Unifying Misinformation Detection
Nayeon Lee, Belinda Z. Li, Sinong Wang et al.
On Writing a Textbook on Natural Language Processing
Jacob Eisenstein
OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation
Petr Marek, Vishal Ishwar Naik, Anuj Goyal et al.
Open-Domain Question Answering Goes Conversational via Question Rewriting
Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu et al.
Open Domain Question Answering over Tables via Dense Retrieval
Jonathan Herzig, Thomas Müller, Syrine Krichene et al.
Open-Domain Question Answering with Pre-Constructed Question Spaces
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt et al.
Open Hierarchical Relation Extraction
Kai Zhang, Yuan Yao, Ruobing Xie et al.
Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution)
Shantipriya Parida, Subhadarshi Panda, Amulya Dash et al.
Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems
Tong Wang, Jiangning Chen, Mohsen Malmir et al.
Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning
Ravi Kondadadi, Sahil Manchanda, Jason Ngo et al.
Outside Computation with Superior Functions
Parker Riley, Daniel Gildea