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Conversational search is one of the ultimate goals of information retrieval.
Information Retrieval through Man-Machine Dialogue
R. N. Oddy · 1977
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I3R: A New Approach to the Design of Document Retrieval Systems
W. B. Croft and R. H. Thompson · 1987
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Cases, Scripts, and Information-seeking Strategies: On the Design of Interactive Information Retrieval Systems
N. J. Belkin, C. Cool, A. Stein, and U. Thiel · 1995
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The TREC-8 Question Answering Track Evaluation
E. M. Voorhees and D. M. Tice · 1999
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What is the Jeopardy Model? A Quasi-Synchronous Grammar for QA
M. Wang, N. A. Smith, and T. Mitamura · 2007
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Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)
A. Shrivastava and P. Li · 2014
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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
R. Lowe, N. Pow, I. Serban, and J. Pineau · 2015
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WikiQA: A Challenge Dataset for Open-Domain Question Answering
Y. Yang, W.-T. Yih, and C. Meek · 2015
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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
T. Nguyen, M. Rosenberg, X. Song, J. Gao, S. Tiwary, R. Majumder, and L. Deng · 2016
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SQuAD: 100, 000+ Questions for Machine Comprehension of Text
P. Rajpurkar, J. Zhang, K. Lopyrev, and P. Liang · 2016
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NewsQA: A Machine Comprehension Dataset
A. Trischler, T. Wang, X. Yuan, J. Harris, A. Sordoni, P. Bachman, and K. Suleman · 2016
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Sequential Match Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots
Y. Wu, W. Y. Wu, M. Zhou, and Z. Li · 2016
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Reading Wikipedia to Answer Open-Domain Questions
D. Chen, A. Fisch, J. Weston, and A. Bordes · 2017
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Simple and Effective Multi-Paragraph Reading Comprehension
C. Clark and M. Gardner · 2017
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Quasar: Datasets for Question Answering by Search and Reading
B. Dhingra, K. Mazaitis, and W. W. Cohen · 2017
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SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine
M. Dunn, L. Sagun, M. Higgins, V. U. Güney, V. Cirik, and K. Cho · 2017
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Billion-scale similarity search with GPUs
J. Johnson, M. Douze, and H. Jégou · 2017
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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
M. Joshi, E. Choi, D. S. Weld, and L. Zettlemoyer · 2017
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MISC: A data set of information-seeking conversations
P. Thomas, D. J. McDuff, M. Czerwinski, and N. Craswell · 2017
Cited alongside, same era.
How Do People Interact in Conversational Speech-Only Search Tasks: A Preliminary Analysis
J. R. Trippas, D. Spina, L. Cavedon, and M. Sanderson · 2017
Cited alongside, same era.
Attention Is All You Need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. Kaiser, and I. Polosukhin · 2017
Cited alongside, same era.
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation
L. Yang, H. Zamani, Y. Zhang, J. Guo, and W. B. Croft · 2017
Cited alongside, same era.
QuAC: Question Answering in Context
E. Choi, H. He, M. Iyyer, M. Yatskar, W.-T. Yih, Y. Choi, P. Liang, and L. Zettlemoyer · 2018
Cited alongside, same era.
Prosody Modifications for Question-Answering in Voice-Only Settings
A. Chuklin, A. Severyn, J. R. Trippas, E. Alfonseca, H. Silén, and D. Spina · 2018
Towards Conversational Search and Recommendation: System Ask, User Respond
Y. Zhang, X. Chen, Q. Ai, L. Yang, and W. B. Croft · 2018
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SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering
C. Zhu, M. Zeng, and X. Huang · 2018
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ReQA: An Evaluation for End-to-End Answer Retrieval Models
A. Ahmad, N. Constant, Y. Yang, and D. M. Cer · 2019
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Conversational Product Search Based on Negative Feedback
K. Bi, Q. Ai, Y. Zhang, and W. B. Croft · 2019
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GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension
Y. Chen, L. Wu, and M. J. Zaki · 2019
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Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering
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Cited alongside, same era.
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval
D. Cohen, L. Yang, and W. B. Croft · 2018
Cited alongside, same era.
Training a Ranking Function for Open-Domain Question Answering
P. M. Htut, S. R. Bowman, and K. Cho · 2018
Cited alongside, same era.
Flowqa: Grasping flow in history for conversational machine comprehension
H.-Y. Huang, E. Choi, and W. tau Yih · 2018
Cited alongside, same era.
Adaptive Document Retrieval for Deep Question Answering
B. Kratzwald and S. Feuerriegel · 2018
Cited alongside, same era.
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
J. Lee, S. Yun, H. Kim, M. Ko, and J. Kang · 2018
Cited alongside, same era.
Analyzing and Characterizing User Intent in Information-seeking Conversations
C. Qu, L. Yang, W. B. Croft, J. R. Trippas, Y. Zhang, and M. Qiu · 2018
Cited alongside, same era.
R. Das, S. Dhuliawala, M. Zaheer, and A. McCallum · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova · 2019
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Can You Unpack That? Learning to Rewrite Questions-in-Context
A. Elgohary, D. Peskov, and J. L. Boyd-Graber · 2019
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Natural Questions: A Benchmark for Question Answering Research
T. Kwiatkowski, J. Palomaki, O. Redfield, M. Collins, A. P. Parikh, C. Alberti, D. Epstein, I. Polosukhin, J. Devlin, K. Lee, K. Toutanova, L. Jones, M. Kelcey, M.-W. Chang, A. M. Dai, J. Uszkoreit, Q. Le, and S. Petrov · 2019
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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Z.-Z. Lan, M. Chen, S. Goodman, K. Gimpel, P. Sharma, and R. Soricut · 2019
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Latent Retrieval for Weakly Supervised Open Domain Question Answering
K. Lee, M.-W. Chang, and K. Toutanova · 2019
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Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
C. Tao, W. Wu, C. Xu, W. Hu, D. Zhao, and R. Yan · 2019
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Towards a Model for Spoken Conversational Search
J. R. Trippas, D. Spina, P. Thomas, M. Sanderson, H. Joho, and L. Cavedon · 2019
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FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
Y.-T. Yeh and Y.-N. Chen · 2019
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TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
S. Garg, T. Vu, and A. Moschitti · 2020
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Dense Passage Retrieval for Open-Domain Question Answering
V. Karpukhin, B. Ouguz, S. Min, L. Y. Wu, S. Edunov, D. Chen, and W. tau Yih · 2020
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IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems
L. Yang, M. Qiu, C. Qu, C. Chen, J. Guo, Y. Zhang, W. B. Croft, and H. Chen · 2020
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