A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications

25 April 2018

Papers citing "A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications"

45 / 95 papers shown

Title
Quantitative Discourse Cohesion Analysis of Scientific Scholarly Texts using Multilayer Networks Vasudha Bhatnagar Swagata Duari S. K. Gupta 42 2 0 16 May 2022
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review Ilia Kuznetsov Jan Buchmann Max Eichler Iryna Gurevych KELM 86 34 0 22 Apr 2022
PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization Miao Li Jianzhong Qi Jey Han Lau 48 2 0 03 Mar 2022
Did AI get more negative recently? Dominik Beese Begüm Altunbaş Görkem Güzeler Steffen Eger AILaw 72 4 0 28 Feb 2022
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond Nils Dycke Ilia Kuznetsov Iryna Gurevych 85 11 0 27 Jan 2022
Calibration with Privacy in Peer Review Wenxin Ding Gautam Kamath Weina Wang Nihar B. Shah 77 7 0 27 Jan 2022
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 118 16 0 15 Nov 2021
Identifiable Deep Generative Models via Sparse Decoding Gemma E. Moran Dhanya Sridhar Yixin Wang David M. Blei BDL 111 49 0 20 Oct 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 169 37 0 14 Oct 2021
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective Nils Dycke Edwin Simpson Ilia Kuznetsov Iryna Gurevych 40 3 0 02 Sep 2021
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin Liqun Ma Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 116 46 0 30 Aug 2021
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews Shruti Singh M. Singh Pawan Goyal 55 8 0 09 Aug 2021
On Positivity Bias in Negative Reviews Madhusudhan M. Aithal Chenhao Tan 33 9 0 22 Jun 2021
Determining the Credibility of Science Communication Isabelle Augenstein 43 4 0 30 May 2021
What Makes a Scientific Paper be Accepted for Publication? Panagiotis Fytas Georgios Rizos Lucia Specia 33 10 0 14 Apr 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 156 90 0 30 Jan 2021
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction Thomas van Dongen Gideon Maillette de Buy Wenniger Lambert Schomaker 45 25 0 21 Dec 2020
Longitudinal Citation Prediction using Temporal Graph Neural Networks Andreas Nugaard Holm Barbara Plank Dustin Wright Isabelle Augenstein 51 18 0 10 Dec 2020
A Large Scale Randomized Controlled Trial on Herding in Peer-Review Discussions Ivan Stelmakh Charvi Rastogi Nihar B. Shah Aarti Singh Hal Daumé CML 77 23 0 30 Nov 2020
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 70 65 0 16 Nov 2020
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation Zhongfen Deng Hao Peng Congying Xia Jianxin Li Lifang He Philip S. Yu 82 22 0 02 Nov 2020
Uncovering Latent Biases in Text: Method and Application to Peer Review Emaad Manzoor Nihar B. Shah 67 39 0 29 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 86 57 0 13 Oct 2020
What Can We Do to Improve Peer Review in NLP? Anna Rogers Isabelle Augenstein 73 49 0 08 Oct 2020
Cognitive Representation Learning of Self-Media Online Article Quality Yiru Wang Shen Huang Gongfu Li Qiang Deng Dongliang Liao Pengda Si Yujiu Yang Jin Xu 16 11 0 13 Aug 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments Steven Jecmen Hanrui Zhang Ryan Liu Nihar B. Shah Vincent Conitzer Fei Fang 131 70 0 29 Jun 2020
A SUPER* Algorithm to Optimize Paper Bidding in Peer Review Tanner Fiez Nihar B. Shah Lillian J. Ratliff 64 38 0 27 Jun 2020
Aspect-based Sentiment Analysis of Scientific Reviews Souvic Chakraborty Pawan Goyal Animesh Mukherjee 64 55 0 05 Jun 2020
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Eleri Aedmaa H. T. Kruitbosch E. Valentijn Lambert Schomaker 42 21 0 30 Apr 2020
Objective Social Choice: Using Auxiliary Information to Improve Voting Outcomes Silviu Pitis Michael Ruogu Zhang 16 1 0 27 Jan 2020
On Testing for Biases in Peer Review Ivan Stelmakh Nihar B. Shah Aarti Singh 72 47 0 31 Dec 2019
S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo Lucy Lu Wang Mark Neumann Rodney Michael Kinney Daniel S. Weld OffRL AI4CE 93 10 0 07 Nov 2019
Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome Philippe Vincent-Lamarre V. Larivière 55 20 0 21 Oct 2019
Back to the Future -- Sequential Alignment of Text Representations Johannes Bjerva Wouter M. Kouw Isabelle Augenstein AI4TS 30 9 0 08 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 78 46 0 31 Aug 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 44 9 0 30 Aug 2019
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization Taehee Jung Dongyeop Kang L. Mentch Eduard H. Hovy 72 52 0 30 Aug 2019
ER-AE: Differentially Private Text Generation for Authorship Anonymization Haohan Bo Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal DeLMO 78 38 0 20 Jul 2019
Adapting Text Embeddings for Causal Inference Victor Veitch Dhanya Sridhar David M. Blei CML 61 21 0 29 May 2019
Combining Sentiment Lexica with a Multi-View Variational Autoencoder Alexander Miserlis Hoyle Lawrence Wolf-Sonkin Hanna M. Wallach Ryan Cotterell Isabelle Augenstein 36 9 0 05 Apr 2019
Does My Rebuttal Matter? Insights from a Major NLP Conference Yang Gao Steffen Eger Ilia Kuznetsov Iryna Gurevych Yusuke Miyao 92 64 0 27 Mar 2019
Argument Mining for Understanding Peer Reviews Xinyu Hua M. Nikolov Nikhil Badugu Lu Wang LRM 76 82 0 25 Mar 2019
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks Chanwoo Jeong Sion Jang Hyuna Shin Eunjeong Lucy Park Sungchul Choi 3DV GNN 60 162 0 15 Mar 2019
Using Embeddings to Correct for Unobserved Confounding in Networks Victor Veitch Yixin Wang David M. Blei CML 91 58 0 11 Feb 2019
A Joint Model for Multimodal Document Quality Assessment Aili Shen Bahar Salehi Timothy Baldwin Jianzhong Qi 54 26 0 04 Jan 2019