Papers
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation
Aakanksha Naik, Carolyn Rose
Temporally-Informed Analysis of Named Entity Recognition
Shruti Rijhwani, Daniel Preotiuc-Pietro
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations
Mostafa Abdou, Vinit Ravishankar, Maria Barrett et al.
Temporal Common Sense Acquisition with Minimal Supervision
Ben Zhou, Qiang Ning, Daniel Khashabi et al.
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Bailin Wang, Richard Shin, Xiaodong Liu et al.
Good-Enough Compositional Data Augmentation
Jacob Andreas
Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces
Goran Glavaš, Ivan Vulić
Understanding Advertisements with BERT
Kanika Kalra, Bhargav Kurma, Silpa Vadakkeeveetil Sreelatha et al.
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance
Pengyu Cheng, Martin Renqiang Min, Dinghan Shen et al.
Do Transformers Need Deep Long-Range Memory?
Jack Rae, Ali Razavi
Contrastive Self-Supervised Learning for Commonsense Reasoning
Tassilo Klein, Moin Nabi
SciREX: A Challenge Dataset for Document-Level Information Extraction
Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi et al.
Revisiting Unsupervised Relation Extraction
Thy Thy Tran, Phong Le, Sophia Ananiadou
Machine Reading of Historical Events
Or Honovich, Lucas Torroba Hennigen, Omri Abend et al.
A Two-Step Approach for Implicit Event Argument Detection
Zhisong Zhang, Xiang Kong, Zhengzhong Liu et al.
Toward Better Storylines with Sentence-Level Language Models
Daphne Ippolito, David Grangier, Douglas Eck et al.
Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization
Henry Elder, Robert Burke, Alexander O’Connor et al.
Improving Image Captioning with Better Use of Caption
Zhan Shi, Xu Zhou, Xipeng Qiu et al.
What are the Goals of Distributional Semantics?
Guy Emerson
What Question Answering can Learn from Trivia Nerds
Jordan Boyd-Graber, Benjamin Börschinger
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are
Matthias Sperber, Matthias Paulik
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?
Reut Tsarfaty, Dan Bareket, Stav Klein et al.
A Tale of a Probe and a Parser
Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel et al.
A Call for More Rigor in Unsupervised Cross-lingual Learning
Mikel Artetxe, Sebastian Ruder, Dani Yogatama et al.
Premise Selection in Natural Language Mathematical Texts
Deborah Ferreira, André Freitas