Fetching the paper…
Reading the bibliography…
Conversational AI and Question-Answering systems (QASs) for knowledge graphs (KGs) are both emerging research areas: they empower users with natural language interfaces for extracting information easily and effectively.
Dbpedia: A nucleus for a web of open data
Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary G. Ives · 2007
Earlier work this paper cites.
Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc Le · 2014
Earlier work this paper cites.
Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomás Mikolov · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, and Llion Jones et al · 2017
Earlier work this paper cites.
9th challenge on question answering over linked data (QALD-9)
Ricardo Usbeck, Ria Gusmita, Axel-Cyrille Ngomo, and Muhammad Saleem · 2018
Earlier work this paper cites.
”chitty-chitty-chat bot”: Deep learning for conversational AI
Rui Yan · 2018
Earlier work this paper cites.
Scibert: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan · 2019
Earlier work this paper cites.
BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
Earlier work this paper cites.
Lc-quad 2.0: A large dataset for complex question answering over wikidata and dbpedia
Mohnish Dubey, Debayan Banerjee, Abdelrahman Abdelkawi, and Jens Lehmann · 2019
Earlier work this paper cites.
Old is gold: Linguistic driven approach for entity and relation linking of short text
Ahmad Sakor, Isaiah Mulang, Kuldeep Singh, Saeedeh Shekarpour, and Maria-Esther Vidal et al · 2019
Earlier work this paper cites.
Towards a human-like open-domain chatbot
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, and et al · 2020
Cited alongside, same era.
Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, and et al · 2020
Cited alongside, same era.
BART: denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, and Abdelrahman Mohamed et al · 2020
Cited alongside, same era.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, and et al · 2020
Cited alongside, same era.
Biomegatron: Larger biomedical domain language model
Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, and et al · 2020
Cited alongside, same era.
Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, and et al · 2022
Later among the works it cites.
https://stanfordnlp.github.io/CoreNLP/ , 2022
CoreNLP · 2022
Later among the works it cites.
Improving alignment of dialogue agents via targeted human judgements
Amelia Glaese, Nat McAleese, Maja Trebacz, John Aslanides, Vlad Firoiu, and et al · 2022
Later among the works it cites.
Training language models to follow instructions with human feedback
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, and Carroll L. Wainwright et al · 2022
Later among the works it cites.
Galactica: A large language model for science
Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, and et al · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
YAGO 4: A reason-able knowledge base
Thomas Tanon, Gerhard Weikum, and Fabian Suchanek · 2020
Cited alongside, same era.
Edg-based question decomposition for complex question answering over knowledge bases
Xixin Hu, Yiheng Shu, Xiang Huang, and Yuzhong Qu · 2021
Cited alongside, same era.
Webgpt: Browser-assisted question-answering with human feedback
Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Long Ouyang, and et al · 2021
Cited alongside, same era.
Keyword-guided neural conversational model
Peixiang Zhong, Yong Liu, Hao Wang, and Chunyan Miao · 2021
Cited alongside, same era.
Gpt-neox-20b: An open-source autoregressive language model
Sid Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, and et al · 2022
Cited alongside, same era.
Lamda: Language models for dialog applications
Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, and et al · 2022
Later among the works it cites.
Fusing task-oriented and open-domain dialogues in conversational agents
Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, and Erik Cambria · 2022
Later among the works it cites.
OPT: open pre-trained transformer language models
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, and e al · 2022
Later among the works it cites.
A universal question-answering platform for knowledge graphs
Reham Omar, Ishika Dhall, Panos Kalnis, and Essam Mansour · 2023
Closest in time.