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The regression analysis of binary sequences
David R Cox · 1958
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Least squares quantization in pcm
Stuart Lloyd · 1982
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Citeseer: An automatic citation indexing system
C Lee Giles, Kurt D Bollacker, and Steve Lawrence · 1998
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On the recommending of citations for research papers
Sean M McNee, Istvan Albert, Dan Cosley, Prateep Gopalkrishnan, Shyong K Lam, Al Mamunur Rashid, Joseph A Konstan, and John Riedl · 2002
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Overview of the 2003 kdd cup
Johannes Gehrke, Paul Ginsparg, and Jon Kleinberg · 2003
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The ACL Anthology reference corpus: A reference dataset for bibliographic research in computational linguistics
Steven Bird, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir Radev, and Yee Fan Tan · 2008
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Joint latent topic models for text and citations
Ramesh M Nallapati, Amr Ahmed, Eric P Xing, and William W Cohen · 2008
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Is searching full text more effective than searching abstracts?
Jimmy Lin · 2009
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The structural and content aspects of abstracts versus bodies of full text journal articles are different
K Bretonnel Cohen, Helen L Johnson, Karin Verspoor, Christophe Roeder, and Lawrence E Hunter · 2010
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Context-aware citation recommendation
Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, and Lee Giles · 2010
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Apolo: Making sense of large network data by combining
Machine Learning · 2011
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Selenium with python
Baiju Muthukadan · 2011
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Deep learning of representations: Looking forward
Yoshua Bengio · 2013
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The acl anthology network corpus
Dragomir R Radev, Pradeep Muthukrishnan, Vahed Qazvinian, and Amjad Abu-Jbara · 2013
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Refseer: A citation recommendation system
Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, and C Lee Giles · 2014
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A neural network for factoid question answering over paragraphs
Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, and Hal Daumé III · 2014
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Philipp Mayr · 2014
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Traversing knowledge graphs in vector space
Kelvin Guu, John Miller, and Percy Liang · 2015
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Context-based collaborative filtering for citation recommendation
Haifeng Liu, Xiangjie Kong, Xiaomei Bai, Wei Wang, Teshome Megersa Bekele, and Feng Xia · 2015
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Oriol Vinyals and Quoc Le · 2015
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Deep gaussian processes for regression using approximate expectation propagation
Thang Bui, Daniel Hernández-Lobato, Jose Hernandez-Lobato, Yingzhen Li, and Richard Turner · 2016
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Neural citation network for context-aware citation recommendation
Travis Ebesu and Yi Fang · 2017
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Triviaqa: A large scale distantly supervised challenge dataset for reading comprehension
Mandar Joshi, Eunsol Choi, Daniel S Weld, and Luke Zettlemoyer · 2017
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Content-based citation recommendation
Chandra Bhagavatula, Sergey Feldman, Russell Power, and Waleed Ammar · 2018
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A dataset of peer reviews (peerread): Collection, insights and nlp applications
Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine Van Zuylen, Sebastian Kohlmeier, Eduard Hovy, and Roy Schwartz · 2018
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A lstm based model for personalized context-aware citation recommendation
Libin Yang, Yu Zheng, Xiaoyan Cai, Hang Dai, Dejun Mu, Lantian Guo, and Tao Dai · 2018
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A richly annotated corpus for different tasks in automated fact-checking
Andreas Hanselowski, Christian Stab, Claudia Schulz, Zile Li, and Iryna Gurevych · 2019
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Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H Miller, and Sebastian Riedel · 2019
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Target-guided open-domain conversation
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P Xing, and Zhiting Hu · 2019
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Convergence of sparse variational inference in gaussian processes regression
David R Burt, Carl Edward Rasmussen, and Mark Van Der Wilk · 2020
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Specter: Document-level representation learning using citation-informed transformers
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, and Daniel S Weld · 2020
Cited alongside, same era.
Citation recommendation: approaches and datasets
Michael Färber and Adam Jatowt · 2020
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Hybridcite: A hybrid model for context-aware citation recommendation
Michael Färber and Ashwath Sampath · 2020
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A context-aware citation recommendation model with bert and graph convolutional networks
Chanwoo Jeong, Sion Jang, Eunjeong Park, and Sungchul Choi · 2020
Cited alongside, same era.
Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020
Cited alongside, same era.
Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al · 2023
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Github copilot ai pair programmer: Asset or liability?
Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C Desmarais, and Zhen Ming Jack Jiang · 2023
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Enabling large language models to generate text with citations
Tianyu Gao, Howard Yen, Jiatong Yu, and Danqi Chen · 2023
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The semantic scholar open data platform
Rodney Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, et al · 2023
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Paperqa: Retrieval-augmented generative agent for scientific research
alphaXiv searches the wider corpus for related work and actual follow-ups.
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Improved local citation recommendation based on context enhanced with global information
Zoran Medić and Jan Šnajder · 2020
Cited alongside, same era.
Green ai
Roy Schwartz, Jesse Dodge, Noah A Smith, and Oren Etzioni · 2020
Cited alongside, same era.
Evaluating large language models trained on code
Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, et al · 2021
Cited alongside, same era.
Training verifiers to solve math word problems
Karl Cobbe, Vineet Kosaraju, Mohammad Bavarian, Mark Chen, Heewoo Jun, Lukasz Kaiser, Matthias Plappert, Jerry Tworek, Jacob Hilton, Reiichiro Nakano, et al · 2021
Cited alongside, same era.
Measuring mathematical problem solving with the math dataset
Dan Hendrycks, Collin Burns, Saurav Kadavath, Akul Arora, Steven Basart, Eric Tang, Dawn Song, and Jacob Steinhardt · 2021
Cited alongside, same era.
Rethinking search: making domain experts out of dilettantes
Donald Metzler, Yi Tay, Dara Bahri, and Marc Najork · 2021
Cited alongside, same era.
Get your vitamin c! robust fact verification with contrastive evidence
Tal Schuster, Adam Fisch, and Regina Barzilay · 2021
Cited alongside, same era.
Jakub Lála, Odhran O’Donoghue, Aleksandar Shtedritski, Sam Cox, Samuel G Rodriques, and Andrew D White · 2023
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Expertqa: Expert-curated questions and attributed answers
Chaitanya Malaviya, Subin Lee, Sihao Chen, Elizabeth Sieber, Mark Yatskar, and Dan Roth · 2023
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Augmented language models: a survey
Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ram Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, et al · 2023
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Relatedly: Scaffolding literature reviews with existing related work sections
Srishti Palani, Aakanksha Naik, Doug Downey, Amy X Zhang, Jonathan Bragg, and Joseph Chee Chang · 2023
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Gpqa: A graduate-level google-proof q&a benchmark
David Rein, Betty Li Hou, Asa Cooper Stickland, Jackson Petty, Richard Yuanzhe Pang, Julien Dirani, Julian Michael, and Samuel R Bowman · 2023
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Referral augmentation for zero-shot information retrieval
Michael Tang, Shunyu Yao, John Yang, and Karthik Narasimhan · 2023
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
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Effective large language model adaptation for improved grounding
Xi Ye, Ruoxi Sun, Sercan Ö Arik, and Tomas Pfister · 2023
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How language model hallucinations can snowball
Muru Zhang, Ofir Press, William Merrill, Alisa Liu, and Noah A Smith · 2023
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Litsearch: A retrieval benchmark for scientific literature search
Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, and Tianyu Gao · 2024
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Introducing the next generation of claude, 2024
Anthropic · 2024
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arxiv monthly submission statistics, 2024
arXiv · 2024
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Generating fact checking explanations
Pepa Atanasova · 2024
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Language models as science tutors
Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, et al · 2024
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The pypdf library, 2024
Mathieu Fenniak, Matthew Stamy, pubpub zz, Martin Thoma, Matthew Peveler, exiledkingcc, and pypdf Contributors · 2024
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Xuemei Gu and Mario Krenn · 2024
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Training language models to generate text with citations via fine-grained rewards
Chengyu Huang, Zeqiu Wu, Yushi Hu, and Wenya Wang · 2024
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Source-aware training enables knowledge attribution in language models
Muhammad Khalifa, David Wadden, Emma Strubell, Honglak Lee, Lu Wang, Iz Beltagy, and Hao Peng · 2024
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Lost in the middle: How language models use long contexts
Nelson F Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang · 2024
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Augmenting large language models with chemistry tools
Andres M. Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller · 2024
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Are llms ready for real-world materials discovery?
Santiago Miret and NM Krishnan · 2024
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tinybenchmarks: evaluating llms with fewer examples
Felipe Maia Polo, Lucas Weber, Leshem Choshen, Yuekai Sun, Gongjun Xu, and Mikhail Yurochkin · 2024
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Lifelong benchmarks: Efficient model evaluation in an era of rapid progress
Ameya Prabhu, Vishaal Udandarao, Philip Torr, Matthias Bethge, Adel Bibi, and Samuel Albanie · 2024
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Language agents achieve superhuman synthesis of scientific knowledge
Michael D Skarlinski, Sam Cox, Jon M Laurent, James D Braza, Michaela Hinks, Michael J Hammerling, Manvitha Ponnapati, Samuel G Rodriques, and Andrew D White · 2024
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Swe-agent: Agent computer interfaces enable software engineering language models, 2024
John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press · 2024
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