Papers
Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation
Feng Jiang, Yaxin Fan, Xiaomin Chu et al.
Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification
Lianna Hrycyk, Alessandra Zarcone, Luzian Hahn
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations
Fuxiang Chen, Mijung Kim, Jaegul Choo
NRC-CNRC Systems for Upper Sorbian-German and Lower Sorbian-German Machine Translation 2021
Rebecca Knowles, Samuel Larkin
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Zhiyu Chen, Honglei Liu, Hu Xu et al.
Numeracy enhances the Literacy of Language Models
Avijit Thawani, Jay Pujara, Filip Ilievski
Numerical reasoning in machine reading comprehension tasks: are we there yet?
Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo
NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams et al.
ODIST: Open World Classification via Distributionally Shifted Instances
Lei Shu, Yassine Benajiba, Saab Mansour et al.
On Classifying whether Two Texts are on the Same Side of an Argument
Erik Körner, Gregor Wiedemann, Ahmad Dawar Hakimi et al.
One Source, Two Targets: Challenges and Rewards of Dual Decoding
Jitao Xu, François Yvon
On Generalization in Coreference Resolution
Shubham Toshniwal, Patrick Xia, Sam Wiseman et al.
On Homophony and Rényi Entropy
Tiago Pimentel, Clara Meister, Simone Teufel et al.
ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
Fanchao Qi, Yangyi Chen, Mukai Li et al.
On Language Models for Creoles
Heather Lent, Emanuele Bugliarello, Miryam de Lhoneux et al.
On Pursuit of Designing Multi-modal Transformer for Video Grounding
Meng Cao, Long Chen, Mike Zheng Shou et al.
On Releasing Annotator-Level Labels and Information in Datasets
Vinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Diaz
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling
Zhisong Zhang, Emma Strubell, Eduard Hovy
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings
Peter Jansen, Kelly J. Smith, Dan Moreno et al.
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation
Xuebo Liu, Longyue Wang, Derek F. Wong et al.
On the Cross-lingual Transferability of Contextualized Sense Embeddings
Kiamehr Rezaee, Daniel Loureiro, Jose Camacho-Collados et al.
On the Difficulty of Segmenting Words with Attention
Ramon Sanabria, Hao Tang, Sharon Goldwater
On the Effects of Transformer Size on In- and Out-of-Domain Calibration
Soham Dan, Dan Roth
On the Influence of Masking Policies in Intermediate Pre-training
Qinyuan Ye, Belinda Z. Li, Sinong Wang et al.
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning
Marc Tanti, Lonneke van der Plas, Claudia Borg et al.