MRQA@EMNLP

Publications

2019

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019 MRQA@EMNLP (2019)
Seanie Lee, Donggyu Kim, Jangwon Park
Domain-agnostic Question-Answering with Adversarial Training. MRQA@EMNLP (2019)
Anthony Chen, Gabriel Stanovsky, Sameer Singh, Matt Gardner
Evaluating Question Answering Evaluation. MRQA@EMNLP (2019)
Kevin Lin, Oyvind Tafjord, Peter Clark, Matt Gardner
Reasoning Over Paragraph Effects in Situations. MRQA@EMNLP (2019)
Hongyu Li, Xiyuan Zhang, Yibing Liu, Yiming Zhang, Quan Wang, Xiangyang Zhou, Jing Liu, Hua Wu, Haifeng Wang
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension. MRQA@EMNLP (2019)
Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. MRQA@EMNLP (2019)
Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension. MRQA@EMNLP (2019)
Ying-Hong Chan, Yao-Chung Fan
A Recurrent BERT-based Model for Question Generation. MRQA@EMNLP (2019)
Qian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng, Yifei Zhang
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension. MRQA@EMNLP (2019)
Matt Gardner, Jonathan Berant, Hannaneh Hajishirzi, Alon Talmor, Sewon Min
On Making Reading Comprehension More Comprehensive. MRQA@EMNLP (2019)
Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao
Do Multi-hop Readers Dream of Reasoning Chains? MRQA@EMNLP (2019)
Reham A. Osama, Nagwa M. El-Makky, Marwan Torki
Question Answering Using Hierarchical Attention on Top of BERT Features. MRQA@EMNLP (2019)
Elozino Egonmwan, Vittorio Castelli, Md. Arafat Sultan
Cross-Task Knowledge Transfer for Query-Based Text Summarization. MRQA@EMNLP (2019)
Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi
Towards Answer-unaware Conversational Question Generation. MRQA@EMNLP (2019)
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension. MRQA@EMNLP (2019)
Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning. MRQA@EMNLP (2019)
Yi-Ting Yeh, Yun-Nung Chen
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. MRQA@EMNLP (2019)
Hemant Pugaliya, James Route, Kaixin Ma, Yixuan Geng, Eric Nyberg
Bend but Don't Break? Multi-Challenge Stress Test for QA Models. MRQA@EMNLP (2019)
Lea Frermann
Extractive NarrativeQA with Heuristic Pre-Training. MRQA@EMNLP (2019)
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner
Comprehensive Multi-Dataset Evaluation of Reading Comprehension. MRQA@EMNLP (2019)
Takumi Takahashi, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding. MRQA@EMNLP (2019)
Shayne Longpre, Yi Lu, Zhucheng Tu, Chris DuBois
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering. MRQA@EMNLP (2019)
Junmo Kang, Haritz Puerto San Roman, Sung-Hyon Myaeng
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation. MRQA@EMNLP (2019)
Rajarshi Das, Ameya Godbole, Dilip Kavarthapu, Zhiyu Gong, Abhishek Singhal, Mo Yu, Xiaoxiao Guo, Tian Gao, Hamed Zamani, Manzil Zaheer, Andrew McCallum
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering. MRQA@EMNLP (2019)
Stefanos Angelidis, Lea Frermann, Diego Marcheggiani, Roi Blanco, Lluís Màrquez
Book QA: Stories of Challenges and Opportunities. MRQA@EMNLP (2019)
Bowen Wu, Haoyang Huang, Zongsheng Wang, Qihang Feng, Jingsong Yu, Baoxun Wang
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior. MRQA@EMNLP (2019)
Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu
Improving Question Answering with External Knowledge. MRQA@EMNLP (2019)
Norio Takahashi, Tomohide Shibata, Daisuke Kawahara, Sadao Kurohashi
Machine Comprehension Improves Domain-Specific Japanese Predicate-Argument Structure Analysis. MRQA@EMNLP (2019)
Frédéric Béchet, Cindy Aloui, Delphine Charlet, Géraldine Damnati, Johannes Heinecke, Alexis Nasr, Frédéric Herledan
CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotations. MRQA@EMNLP (2019)
Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer
ReQA: An Evaluation for End-to-End Answer Retrieval Models. MRQA@EMNLP (2019)