Papers
Bend but Don’t Break? Multi-Challenge Stress Test for QA Models
Hemant Pugaliya, James Route, Kaixin Ma et al.
Evaluating Question Answering Evaluation
Anthony Chen, Gabriel Stanovsky, Sameer Singh et al.
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering
Rajarshi Das, Ameya Godbole, Dilip Kavarthapu et al.
On Making Reading Comprehension More Comprehensive
Matt Gardner, Jonathan Berant, Hannaneh Hajishirzi et al.
Machine Comprehension Improves Domain-Specific Japanese Predicate-Argument Structure Analysis
Norio Takahashi, Tomohide Shibata, Daisuke Kawahara et al.
Do Multi-hop Readers Dream of Reasoning Chains?
Haoyu Wang, Mo Yu, Xiaoxiao Guo et al.
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
Yi-Ting Yeh, Yun-Nung Chen
Book QA: Stories of Challenges and Opportunities
Stefanos Angelidis, Lea Frermann, Diego Marcheggiani et al.
Cross-Task Knowledge Transfer for Query-Based Text Summarization
Elozino Egonmwan, Vittorio Castelli, Md Arafat Sultan
Towards Answer-unaware Conversational Question Generation
Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi
Reasoning Over Paragraph Effects in Situations
Kevin Lin, Oyvind Tafjord, Peter Clark et al.
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior
Bowen Wu, Haoyang Huang, Zongsheng Wang et al.
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering
Wenhan Xiong, Mo Yu, Xiaoxiao Guo et al.
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension
Qian Li, Hui Su, Cheng Niu et al.
Improving Question Answering with External Knowledge
Xiaoman Pan, Kai Sun, Dian Yu et al.
CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotations
Frederic Bechet, Cindy Aloui, Delphine Charlet et al.
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension
Hangbo Bao, Li Dong, Furu Wei et al.
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
Adam Fisch, Alon Talmor, Robin Jia et al.
Exploiting Discourse-Level Segmentation for Extractive Summarization
Zhengyuan Liu, Nancy Chen
Summarizing Relationships for Interactive Concept Map Browsers
Abram Handler, Premkumar Ganeshkumar, Brendan O’Connor et al.
Analyzing Sentence Fusion in Abstractive Summarization
Logan Lebanoff, John Muchovej, Franck Dernoncourt et al.
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations
Sangwoo Cho, Chen Li, Dong Yu et al.
Global Voices: Crossing Borders in Automatic News Summarization
Khanh Nguyen, Hal Daumé III
A Closer Look at Data Bias in Neural Extractive Summarization Models
Ming Zhong, Danqing Wang, Pengfei Liu et al.
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
Bogdan Gliwa, Iwona Mochol, Maciej Biesek et al.