Papers
Neural Attentive Bag-of-Entities Model for Text Classification
Ikuya Yamada, Hiroyuki Shindo
KnowSemLM: A Knowledge Infused Semantic Language Model
Haoruo Peng, Qiang Ning, Dan Roth
CogniVal: A Framework for Cognitive Word Embedding Evaluation
Nora Hollenstein, Antonio de la Torre, Nicolas Langer et al.
Learning Dense Representations for Entity Retrieval
Daniel Gillick, Sayali Kulkarni, Larry Lansing et al.
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation
Xiao Huang, Li Dong, Elizabeth Boschee et al.
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence
Siyi Liu, Lei Guo, Kate Mays et al.
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking
Andreas Hanselowski, Christian Stab, Claudia Schulz et al.
A General-Purpose Algorithm for Constrained Sequential Inference
Daniel Deutsch, Shyam Upadhyay, Dan Roth
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification
Raphael Schumann, Ines Rehbein
How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg
On the Limits of Learning to Actively Learn Semantic Representations
Omri Koshorek, Gabriel Stanovsky, Yichu Zhou et al.
Procedural Reasoning Networks for Understanding Multimodal Procedures
Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem et al.
Leveraging Past References for Robust Language Grounding
Subhro Roy, Michael Noseworthy, Rohan Paul et al.
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions
Jack Hessel, Bo Pang, Zhenhai Zhu et al.
Automated Pyramid Summarization Evaluation
Yanjun Gao, Chen Sun, Rebecca J. Passonneau
Mimic and Rephrase: Reflective Listening in Open-Ended Dialogue
Justin Dieter, Tian Wang, Arun Tejasvi Chaganty et al.
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification
Ruizhe Li, Chenghua Lin, Matthew Collinson et al.
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma et al.
Linguistic Analysis Improves Neural Metaphor Detection
Kevin Stowe, Sarah Moeller, Laura Michaelis et al.
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference
Abhilasha Ravichander, Aakanksha Naik, Carolyn Rose et al.
Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech
William N. Havard, Jean-Pierre Chevrot, Laurent Besacier
On the Relation between Position Information and Sentence Length in Neural Machine Translation
Masato Neishi, Naoki Yoshinaga
Improving Pre-Trained Multilingual Model with Vocabulary Expansion
Hai Wang, Dian Yu, Kai Sun et al.
Low-Resource Parsing with Crosslingual Contextualized Representations
Phoebe Mulcaire, Jungo Kasai, Noah A. Smith
Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine Translation
Leshem Choshen, Omri Abend