Papers
Automatically Learning Data Augmentation Policies for Dialogue Tasks
Tong Niu, Mohit Bansal
Automatic Argument Quality Assessment - New Datasets and Methods
Assaf Toledo, Shai Gretz, Edo Cohen-Karlik et al.
Automatic Taxonomy Induction and Expansion
Nicolas Rodolfo Fauceglia, Alfio Gliozzo, Sarthak Dash et al.
Autoregressive Text Generation Beyond Feedback Loops
Florian Schmidt, Stephan Mandt, Thomas Hofmann
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
Wenpeng Yin, Jamaal Hay, Dan Roth
BERT for Coreference Resolution: Baselines and Analysis
Mandar Joshi, Omer Levy, Luke Zettlemoyer et al.
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
Shijie Wu, Mark Dredze
Better Rewards Yield Better Summaries: Learning to Summarise Without References
Florian Böhm, Yang Gao, Christian M. Meyer et al.
Bias and Fairness in Natural Language Processing
Kai-Wei Chang, Vinodkumar Prabhakaran, Vicente Ordonez
2019
IJCNLP
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels
Yimin Jing, Deyi Xiong, Zhen Yan
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle
Peter West, Ari Holtzman, Jan Buys et al.
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling
Koki Washio, Satoshi Sekine, Tsuneaki Kato
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling
Jinfeng Rao, Linqing Liu, Yi Tay et al.
Broad-Coverage Semantic Parsing as Transduction
Sheng Zhang, Xutai Ma, Kevin Duh et al.
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation
Mingyang Zhou, Josh Arnold, Zhou Yu
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
Emily Dinan, Samuel Humeau, Bharath Chintagunta et al.
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis
Mengting Hu, Shiwan Zhao, Li Zhang et al.
Can You Unpack That? Learning to Rewrite Questions-in-Context
Ahmed Elgohary, Denis Peskov, Jordan Boyd-Graber
Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification
Chunning Du, Haifeng Sun, Jingyu Wang et al.
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks
Xinchi Chen, Chunchuan Lyu, Ivan Titov
CaRB: A Crowdsourced Benchmark for Open IE
Sangnie Bhardwaj, Samarth Aggarwal, Mausam
CaRe: Open Knowledge Graph Embeddings
Swapnil Gupta, Sreyash Kenkre, Partha Talukdar
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
Arshit Gupta, Peng Zhang, Garima Lalwani et al.
Certified Robustness to Adversarial Word Substitutions
Robin Jia, Aditi Raghunathan, Kerem Göksel et al.
CFO: A Framework for Building Production NLP Systems
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda et al.