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Several tools have recently been proposed for assisting researchers during various stages of the research life-cycle.
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Cohan, A.; Ammar, W.; van Zuylen, M.; and Cady, F. 2019 · 1904
Earlier work this paper cites.
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Cohan, A.; Feldman, S.; Beltagy, I.; Downey, D.; and Weld, D. S. 2020 · 2004
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What’s New? Summarizing Contributions in Scientific Literature
Hayashi, H.; Kryscinski, W.; McCann, B.; Rajani, N.; and Xiong, C. 2020 · 2011
Earlier work this paper cites.
Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach
Hu, Y.; and Wan, X. 2014 · 2014
Earlier work this paper cites.
S2ORC: The Semantic Scholar Open Research Corpus
Lo, K.; Wang, L. L.; Neumann, M.; Kinney, R.; and Weld, D. 2020 · 2020
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Global citation recommendation employing generative adversarial network
Ali, Z.; Qi, G.; Muhammad, K.; Kefalas, P.; and Khusro, S. 2021 · 2021
Earlier work this paper cites.
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
Chen, X.; Alamro, H.; Mingzhe, L.; Gao, S.; Zhang, X.; Zhao, D.; and Yan, R. 2021 · 2021
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A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
Dasigi, P.; Lo, K.; Beltagy, I.; Cohan, A.; Smith, N. A.; and Gardner, M. 2021 · 2021
Earlier work this paper cites.
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions
Kennard, N. N.; O’Gorman, T. J.; Sharma, A.; Bagchi, C.; Clinton, M.; Yelugam, P. K.; Das, R.; Zamani, H.; and McCallum, A. 2021 · 2021
Earlier work this paper cites.
Lauscher, A.; Ko, B. R.; Kuehl, B.; Johnson, S.; Jurgens, D.; Cohan, A.; and Lo, K. 2021 · 2021
Earlier work this paper cites.
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity
Mysore, S.; Cohan, A.; and Hope, T. 2021 · 2021
Earlier work this paper cites.
Citation Intent Classification Using Word Embedding
Roman, M.; Shahid, A.; Khan, S.; Koubâa, A.; and Yu, L. 2021 · 2021
Cited alongside, same era.
SPR-SMN: scientific paper recommendation employing SPECTER with memory network
Ali, Z.; Qi, G.; Kefalas, P.; Khusro, S.; Khan, I.; and Muhammad, K. 2022 · 2022
Cited alongside, same era.
GraphCite: Citation Intent Classification in Scientific Publications via Graph Embeddings
Berrebbi, D.; Huynh, N.; and Balalau, O. 2022 · 2022
Cited alongside, same era.
NLPeer: A Unified Resource for the Computational Study of Peer Review
Dycke, N.; Kuznetsov, I.; and Gurevych, I. 2022 · 2022
Cited alongside, same era.
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Ostendorff, M.; Rethmeier, N.; Augenstein, I.; Gipp, B.; and Rehm, G. 2022 · 2022
Cited alongside, same era.
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
D’Arcy, M.; Ross, A.; Bransom, E.; Kuehl, B.; Bragg, J.; Hope, T.; and Downey, D. 2023 · 2023
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SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
Kasanishi, T.; Isonuma, M.; Mori, J.; and Sakata, I. 2023 · 2023
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Prompting Strategies for Citation Classification
Kunnath, S. N.; Pride, D.; and Knoth, P. 2023 · 2023
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CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers
Lahiri, A.; Sanyal, D. K.; and Mukherjee, I. 2023 · 2023
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QASA: Advanced Question Answering on Scientific Articles
Lee, Y.; Lee, Y.; Lee, K.; Park, S.; Hwang, D.; Kim, J.; Lee, H. H.; and Lee, M. 2023 · 2023
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alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Ruggeri, F.; Mesgar, M.; and Gurevych, I. 2022 · 2022
Cited alongside, same era.
ScienceQA: a novel resource for question answering on scholarly articles
Saikh, T.; Ghosal, T.; Mittal, A.; Ekbal, A.; and Bhattacharyya, P. 2022 · 2022
Cited alongside, same era.
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
Singh, A.; D’Arcy, M.; Cohan, A.; Downey, D.; and Feldman, S. 2022 · 2022
Cited alongside, same era.
Chain of Thought Prompting Elicits Reasoning in Large Language Models
Wei, J.; Wang, X.; Schuurmans, D.; Bosma, M.; hsin Chi, E. H.; Xia, F.; Le, Q.; and Zhou, D. 2022 · 2022
Cited alongside, same era.
Incorporating Peer Reviews and Rebuttal Counter-Arguments for Meta-Review Generation
Wu, P.-C.; Yen, A.-Z.; Huang, H.-H.; and Chen, H.-H. 2022 · 2022
Cited alongside, same era.
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Wang, C.; Liu, X.; Yue, Y.; Tang, X.; Zhang, T.; Jiayang, C.; Yao, Y.; Gao, W.; Hu, X.; Qi, Z.; Wang, Y.; Yang, L.; Wang, J.; Xie, X.; Zhang, Z.; and Zhang, Y. 2023a
Cited in the paper.
A Survey on Large Language Model based Autonomous Agents
Wang, L.; Ma, C.; Feng, X.; Zhang, Z.; ran Yang, H.; Zhang, J.; Chen, Z.-Y.; Tang, J.; Chen, X.; Lin, Y.; Zhao, W. X.; Wei, Z.; and rong Wen, J. 2023b
Cited in the paper.
Liang, W.; Zhang, Y.; Cao, H.; Wang, B.; Ding, D.; Yang, X.; Vodrahalli, K.; He, S.; Smith, D.; Yin, Y.; McFarland, D. A.; and Zou, J. 2023 · 2023
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ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing
Liu, R.; and Shah, N. B. 2023 · 2023
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Paragraph-level Citation Recommendation based on Topic Sentences as Queries
Medic, Z.; and Snajder, J. 2023 · 2023
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Llama 2: Open Foundation and Fine-Tuned Chat Models
Touvron, H.; Martin, L.; Stone, K. R.; Albert, P.; Almahairi, A.; Babaei, Y.; Bashlykov, N.; Batra, S.; Bhargava, P.; Bhosale, S.; Bikel, D. M.; Blecher, L.; Ferrer, C. C.; Chen, M.; Cucurull, G.; Esiobu, D.; Fernandes, J.; Fu, J.; Fu, W.; Fuller, B.; Gao, C.; Goswami, V.; Goyal, N.; Hartshorn, A. S.; Hosseini, S.; Hou, R.; Inan, H.; Kardas, M.; Kerkez, V.; Khabsa, M.; Kloumann, I. M.; Korenev, A. V.; Koura, P. S.; Lachaux, M.-A.; Lavril, T.; Lee, J.; Liskovich, D.; Lu, Y.; Mao, Y.; Martinet, X.; Mihaylov, T.; Mishra, P.; Molybog, I.; Nie, Y.; Poulton, A.; Reizenstein, J.; Rungta, R.; Saladi, K.; Schelten, A.; Silva, R.; Smith, E. M.; Subramanian, R.; Tan, X.; Tang, B.; Taylor, R.; Williams, A.; Kuan, J. X.; Xu, P.; Yan, Z.; Zarov, I.; Zhang, Y.; Fan, A.; Kambadur, M.; Narang, S.; Rodriguez, A.; Stojnic, R.; Edunov, S.; and Scialom, T. 2023 · 2023
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Zephyr: Direct Distillation of LM Alignment
Tunstall, L.; Beeching, E.; Lambert, N.; Rajani, N.; Rasul, K.; Belkada, Y.; Huang, S.; von Werra, L.; Fourrier, C.; Habib, N.; Sarrazin, N.; Sanseviero, O.; Rush, A. M.; and Wolf, T. 2023 · 2023
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