RankQA: Neural Question Answering with Answer Re-Ranking

Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel

Type: Article

Publication Date: 2019-01-01

Citations: 44

DOI: https://doi.org/10.18653/v1/p19-1611

Locations

arXiv (Cornell University) - View - PDF
Repository for Publications and Research Data (ETH Zurich) - View - PDF

Similar Works

Action	Title	Year	Authors
+	RankQA: Neural Question Answering with Answer Re-Ranking	2019	Bernhard Kratzwald Anna Eigenmann Stefan Feuerriegel
+	A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering	2017	Bin Bi Hao Ma
+	FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT	2020	Omar S. Mossad Amgad Ahmed Anandharaju Raju Hari Karthikeyan Zayed Ahmed
+ PDF Chat	A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection	2020	Daniele Bonadiman Alessandro Moschitti
+	ReQA: An Evaluation for End-to-End Answer Retrieval Models	2019	Amin Ahmad Noah Constant Yinfei Yang Daniel Cer
+	Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering	2021	Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat‐Seng Chua
+	A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection	2020	Daniele Bonadiman Alessandro Moschitti
+	A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection	2020	Daniele Bonadiman Alessandro Moschitti
+ PDF Chat	Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study	2021	Xiangyang Mou Chenghao Yang Mo Yu Bingsheng Yao Xiaoxiao Guo Saloni Potdar Hui Su
+	Visconde: Multi-document QA with GPT-3 and Neural Reranking	2022	Jayr Pereira Robson Fidalgo Roberto Lotufo Rodrigo Nogueira
+ PDF Chat	Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study	2021	Xiangyang Mou Chenghao Yang Mo Yu Bingsheng Yao Xiaoxiao Guo Saloni Potdar Hui Su
+	Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study	2021	Xiangyang Mou Chenghao Yang Mo Yu Bingsheng Yao Xiaoxiao Guo Saloni Potdar Hui Su
+	QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension	2021	Anna Rogers Matt Gardner Isabelle Augenstein
+	End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension	2016	Yang Yu Wei Zhang Kazi Hasan Mo Yu Bing Xiang Bowen Zhou
+	BookQA: Stories of Challenges and Opportunities	2019	Stefanos Angelidis Lea Frermann Diego Marcheggiani Roi Blanco Lluı́s Màrquez
+	BookQA: Stories of Challenges and Opportunities	2019	Stefanos Angelidis Lea Frermann Diego Marcheggiani Roi Blanco Lluı́s Màrquez
+	NewsQA: A Machine Comprehension Dataset	2017	Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman
+ PDF Chat	LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering	2024	Saikrishna Sanniboina S. N. Trivedi Saketh Vijayaraghavan
+	NewsQA: A Machine Comprehension Dataset	2016	Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman
+	Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering	2017	Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell

Works That Cite This (19)

Action	Title	Year	Authors
+	Contrastive Domain Adaptation for Question Answering using Limited Text Corpora	2021	Zhenrui Yue Bernhard Kratzwald Stefan Feuerriegel
+	Learning a Cost-Effective Annotation Policy for Question Answering	2020	Bernhard Kratzwald Stefan Feuerriegel Huan Sun
+ PDF Chat	QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation	2022	Zhenrui Yue Huimin Zeng Bernhard Kratzwald Stefan Feuerriegel Dong Wang
+ PDF Chat	SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization	2022	Mathieu Ravaut Shafiq Joty Nancy F. Chen
+	Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering	2021	Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat‐Seng Chua
+	NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets	2020	Victor Dibia
+	Zero-shot Task Transfer for Invoice Extraction via Class-aware QA Ensemble.	2021	Prithiviraj Damodaran Prabhkaran Singh Josemon Achankuju
+	Check It Again:Progressive Visual Question Answering via Visual Entailment	2021	Qingyi Si Zheng Lin Ming yu Zheng Peng Fu Weiping Wang
+ PDF Chat	Conversations with Documents: An Exploration of Document-Centered Assistance	2020	Maartje ter Hoeve Robert B. Sim Elnaz Nouri Adam Fourney Maarten de Rijke Ryen W. White
+	NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets	2020	Victor Dibia

Works Cited by This (12)

Action	Title	Year	Authors
+	R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering	2017	Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang
+	Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering	2017	Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell
+ PDF Chat	Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering	2018	Jinhyuk Lee Seongjun Yun Hyunjae Kim Miyoung Ko Jaewoo Kang
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova
+ PDF Chat	End-to-End Open-Domain Question Answering with	2019	Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy Lin
+	Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering	2019	Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy Lin
+ PDF Chat	Adaptive Document Retrieval for Deep Question Answering	2018	Bernhard Kratzwald Stefan Feuerriegel
+ PDF Chat	Reading Wikipedia to Answer Open-Domain Questions	2017	Danqi Chen Adam Fisch Jason Weston Antoine Bordes
+ PDF Chat	Efficient and Robust Question Answering from Minimal Context over Documents	2018	Sewon Min Victor W. Zhong Richard Socher Caiming Xiong
+ PDF Chat	Key-Value Memory Networks for Directly Reading Documents	2016	Alexander Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston