Papers
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision
Kun Qian, Poornima Chozhiyath Raman, Yunyao Li et al.
Learning to Classify Events from Human Needs Category Descriptions
Haibo Ding, Zhe Feng
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering
Zujie Liang, Weitao Jiang, Haifeng Hu et al.
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task
Thibault Sellam, Amy Pu, Hyung Won Chung et al.
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering
Harsh Jhamtani, Peter Clark
Learning to Fuse Sentences with Transformers for Summarization
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim et al.
Learning to Generalize for Sequential Decision Making
Xusen Yin, Ralph Weischedel, Jonathan May
Learning to Generate Clinically Coherent Chest X-Ray Reports
Justin Lovelace, Bobak Mortazavi
Learning to ground medical text in a 3D human atlas
Dusan Grujicic, Gorjan Radevski, Tinne Tuytelaars et al.
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks
Shubham Toshniwal, Sam Wiseman, Allyson Ettinger et al.
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation
Nithin Holla, Pushkar Mishra, Helen Yannakoudakis et al.
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles
Christopher Clark, Mark Yatskar, Luke Zettlemoyer
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems
Sashank Santhanam, Zhuo Cheng, Brodie Mather et al.
Learning to Pronounce Chinese Without a Pronunciation Dictionary
Christopher Chu, Scot Fang, Kevin Knight
Learning to Represent Image and Text with Denotation Graph
Bowen Zhang, Hexiang Hu, Vihan Jain et al.
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation
Jiannan Xiang, Xin Wang, William Yang Wang
Learning VAE-LDA Models with Rounded Reparameterization Trick
Runzhi Tian, Yongyi Mao, Richong Zhang
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
Hanjie Chen, Yangfeng Ji
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays
Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili et al.
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually)
Alex Warstadt, Yian Zhang, Xiaocheng Li et al.
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages
Zheng Li, Mukul Kumar, William Headden et al.
LEGAL-BERT: The Muppets straight out of Law School
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis et al.
Less is More: Attention Supervision with Counterfactuals for Text Classification
Seungtaek Choi, Haeju Park, Jinyoung Yeo et al.
Let’s Stop Incorrect Comparisons in End-to-end Relation Extraction!
Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten et al.
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection
Ruize Wang, Duyu Tang, Nan Duan et al.