Fetching the paper…
Reading the bibliography…
We propose MultiDoc2Dial, a new task and dataset on modeling goal-oriented dialogues grounded in multiple documents.
Realm: Retrieval-augmented language model pre-training
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, and Ming-Wei Chang. 2020 · 2002
Earlier work this paper cites.
Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al. 2020 · 2005
Earlier work this paper cites.
Topic-segmentation of dialogue
Jaime Arguello and Carolyn Rosé. 2006 · 2006
Earlier work this paper cites.
Automatic segmentation of multiparty dialogue
Pei-Yun Hsueh, Johanna D. Moore, and Steve Renals. 2006 · 2006
Earlier work this paper cites.
Relevance-guided supervision for openqa with colbert
Omar Khattab, Christopher Potts, and Matei Zaharia. 2020a · 2007
Earlier work this paper cites.
Relevance-guided supervision for openqa with colbert
Omar Khattab, Christopher Potts, and Matei Zaharia. 2020b · 2007
Earlier work this paper cites.
Improvements to bm25 and language models examined
Andrew Trotman, Antti Puurula, and Blake Burgess. 2014 · 2014
Earlier work this paper cites.
SQuAD: 100,000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
Earlier work this paper cites.
Reading Wikipedia to answer open-domain questions
Danqi Chen, Adam Fisch, Jason Weston, and Antoine Bordes. 2017 · 2017
Earlier work this paper cites.
QuAC: Question answering in context
Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, and Luke Zettlemoyer. 2018 · 2018
Earlier work this paper cites.
A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
Earlier work this paper cites.
Machine learning interpretability: A survey on methods and metrics
Diogo V Carvalho, Eduardo M Pereira, and Jaime S Cardoso. 2019 · 2019
Cited alongside, same era.
Natural questions: A benchmark for question answering research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov. 2019 · 2019
Cited alongside, same era.
Latent retrieval for weakly supervised open domain question answering
Kenton Lee, Ming-Wei Chang, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
CoQA: A conversational question answering challenge
Siva Reddy, Danqi Chen, and Christopher D. Manning. 2019 · 2019
Cited alongside, same era.
Topic segmentation for dialogue stream
Leilan Zhang and Qiang Zhou. 2019 · 2019
Cited alongside, same era.
DoQA - accessing domain-specific FAQs via conversational QA
AmbigQA: Answering ambiguous open-domain questions
Sewon Min, Julian Michael, Hannaneh Hajishirzi, and Luke Zettlemoyer. 2020 · 2020
Later among the works it cites.
Distilling knowledge from reader to retriever for question answering
Gautier Izacard and Edouard Grave. 2021 · 2021
Closest in time.
A graph-guided multi-round retrieval method for conversational open-domain question answering
Yongqi Li, Wenjie Li, and Liqiang Nie. 2021 · 2021
Closest in time.
Weakly-supervised open-retrieval conversational question answering
Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, and Mohit Iyyer. 2021 · 2021
Closest in time.
Does structure matter? encoding documents for machine reading comprehension
Hui Wan, Song Feng, Chulaka Gunasekara, Siva Sankalp Patel, Sachindra Joshi, and Luis Lastras. 2021 · 2021
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak, and Eneko Agirre. 2020 · 2020
Cited alongside, same era.
Evaluation of bert and albert sentence embedding performance on downstream nlp tasks
Hyunjin Choi, Judong Kim, Seongho Joe, and Youngjune Gwon. 2021 · 2020
Cited alongside, same era.
doc2dial: A goal-oriented document-grounded dialogue dataset
Song Feng, Hui Wan, Chulaka Gunasekara, Siva Patel, Sachindra Joshi, and Luis Lastras. 2020b · 2020
Cited alongside, same era.
Discern: Discourse-aware entailment reasoning network for conversational machine reading
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C.H. Hoi, Caiming Xiong, Irwin King, and Michael Lyu. 2020 · 2020
Cited alongside, same era.
Dense passage retrieval for open-domain question answering
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020 · 2020
Cited alongside, same era.
Generation-augmented retrieval for open-domain question answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, and Weizhu Chen. 2020 · 2020
Cited alongside, same era.
Doc2dial: A framework for dialogue composition grounded in documents
Song Feng, Kshitij Fadnis, Q. Vera Liao, and Luis A. Lastras. 2020a
Cited in the paper.
Improving unsupervised dialogue topic segmentation with utterance-pair coherence scoring
Linzi Xing and Giuseppe Carenini. 2021 · 2021
Closest in time.
Answering complex open-domain questions with multi-hop dense retrieval
Wenhan Xiong, Xiang Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, and Barlas Oguz. 2021 · 2021
Closest in time.
Few-shot conversational dense retrieval
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, and Zhiyuan Liu. 2021 · 2021
Closest in time.
Retrieving and reading: A comprehensive survey on open-domain question answering
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, and Tat-Seng Chua. 2021 · 2021
Closest in time.
Topic propagation in conversational search
Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, and Ophir Frieder. 2020 · 2060
Closest in time.
Interpretation of natural language rules in conversational machine reading
Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, and Sebastian Riedel. 2018 · 2097
Closest in time.