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"

50 / 95 papers shown

Title
Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks Tzu-Ling Lin Wei Chen Teng-Fang Hsiao Hou-I Liu Ya-Hsin Yeh Yu Kai Chan Wen-Sheng Lien Po-Yen Kuo Philip S. Yu Hong-Han Shuai AAML 19 0 0 08 Jun 2025
Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AI Wenqing Wu Haixu Xi Chengzhi Zhang 205 5 0 21 May 2025
REMOR: Automated Peer Review Generation with LLM Reasoning and Multi-Objective Reinforcement Learning Pawin Taechoyotin Daniel Acuna LRM 80 0 0 16 May 2025
Re $^2$ : A Consistency-ensured Dataset for Full-stage Peer Review and Multi-turn Rebuttal Discussions Daoze Zhang Zhijian Bao S. Du Zhiyi Zhao Kuangling Zhang Dezheng Bao Yang Yang 51 1 0 12 May 2025
Stealing Creator's Workflow: A Creator-Inspired Agentic Framework with Iterative Feedback Loop for Improved Scientific Short-form Generation J. Park Maanas Taneja Qianwen Wang Dongyeop Kang VGen 135 0 0 26 Apr 2025
A Hierarchical Framework for Measuring Scientific Paper Innovation via Large Language Models Hongming Tan Shaoxiong Zhan Fengwei Jia Hai-Tao Zheng Wai Kin Victor Chan 77 0 0 20 Apr 2025
ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews Xian Gao Jiacheng Ruan Jingsheng Gao Ting Liu Yuzhuo Fu 106 3 0 11 Mar 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process Minjun Zhu Yixuan Weng Linyi Yang Yue Zhang ALM LRM 107 7 0 11 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 114 1 0 03 Mar 2025
All That Glitters is Not Novel: Plagiarism in AI Generated Research Tarun Gupta Danish Pruthi 128 2 0 23 Feb 2025
ReviewEval: An Evaluation Framework for AI-Generated Reviews Chavvi Kirtani Madhav Krishan Garg Tejash Prasad Tanmay Singhal Murari Mandal Dhruv Kumar 108 1 0 17 Feb 2025
Automatic Evaluation Metrics for Artificially Generated Scientific Research Niklas Höpner Leon Eshuijs Dimitrios Alivanistos Giacomo Zamprogno Ilaria Tiddi 131 0 0 14 Feb 2025
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers Shruti Singh Nandan Sarkar Arman Cohan 92 1 0 08 Nov 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 86 10 0 28 Oct 2024
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews Sandeep Kumar Mohit Sahu Vardhan Gacche Tirthankar Ghosal Asif Ekbal DeLMO 91 2 0 13 Oct 2024
ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models Seiya Kawano Hirofumi Nonaka Koichiro Yoshino 51 0 0 08 Oct 2024
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles Md. Tarek Hasan Mohammad Nazmush Shamael H. M. Mutasim Billah Arifa Akter M. Hossain Sumayra Islam Salekul Islam Swakkhar Shatabda 54 0 0 05 Oct 2024
Using Deep Autoregressive Models as Causal Inference Engines Daniel Jiwoong Im Kevin Zhang Nakul Verma Kyunghyun Cho CML 68 1 0 27 Sep 2024
PeerArg: Argumentative Peer Review with LLMs Purin Sukpanichnant Anna Rapberger Francesca Toni 61 2 0 25 Sep 2024
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task Yuya Fujisaki Shiro Takagi Hideki Asoh Wataru Kumagai 69 0 0 10 Sep 2024
Evaluating Research Quality with Large Language Models: An Analysis of ChatGPT's Effectiveness with Different Settings and Inputs Mike Thelwall LM&MA ALM 70 15 0 13 Aug 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 111 14 0 10 Jul 2024
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis Jianxiang Yu Zichen Ding Jiaqi Tan Kangyang Luo Zhenmin Weng ... Chengcheng Han Qiushi Sun Zhiyong Wu Yunshi Lan Xiang Li 71 6 0 09 Jul 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing Jiangshu Du Yibo Wang Wenting Zhao Zhongfen Deng Shuaiqi Liu ... Eduardo Blanco Yixin Cao Rui Zhang Philip S. Yu Wenpeng Yin 86 34 0 24 Jun 2024
Automated Focused Feedback Generation for Scientific Writing Assistance Eric Chamoun Michael Schlichktrull Andreas Vlachos 225 12 0 30 May 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts Anastasia Voznyuk Vasily Konovalov DeLMO 92 5 0 17 May 2024
What Can Natural Language Processing Do for Peer Review? Ilia Kuznetsov Osama Mohammed Afzal Koen Dercksen Nils Dycke Alexander Goldberg ... Jingyan Wang Xiaodan Zhu Anna Rogers Nihar B. Shah Iryna Gurevych 89 14 0 10 May 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques Ashok Urlana Aditya Saibewar B. Garlapati Charaka Vinayak Kumar Ajeet Kumar Singh S. Chalamala DeLMO 105 1 0 25 Mar 2024
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection Sadiya Sayara Chowdhury Puspo Md. Nishat Raihan Dhiman Goswami Al Nahian Bin Emran Amrita Ganguly Özlem Uzuner DeLMO 75 1 0 22 Mar 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models Haoran Yang Yumeng Zhang Jiaqi Xu Hongyuan Lu Pheng Ann Heng Wai Lam 123 40 0 14 Mar 2024
CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions Léane Jourdan Florian Boudin Nicolas Hernandez Richard Dufour 73 8 0 01 Mar 2024
A Content-Based Novelty Measure for Scholarly Publications: A Proof of Concept Haining Wang 49 1 0 08 Jan 2024
The Open Review-Based (ORB) dataset: Towards Automatic Assessment of Scientific Papers and Experiment Proposals in High-Energy Physics Jaroslaw Szumega L. Bougueroua B. Gkotse P. Jouvelot F. Ravotti 38 0 0 29 Nov 2023
Automatic Analysis of Substantiation in Scientific Peer Reviews Yanzhu Guo Guokan Shang Virgile Rennard Michalis Vazirgiannis Chloé Clavel 70 8 0 20 Nov 2023
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals Sukannya Purkayastha Anne Lauscher Iryna Gurevych 83 9 0 07 Nov 2023
When Reviewers Lock Horn: Finding Disagreement in Scientific Peer Reviews Sandeep Kumar Tirthankar Ghosal Asif Ekbal 101 1 0 28 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 94 33 0 23 Oct 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Lambert Schomaker 51 5 0 15 Aug 2023
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing Ryan Liu Nihar B. Shah ELM 104 76 0 01 Jun 2023
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 90 127 0 24 May 2023
Predicting article quality scores with machine learning: The UK Research Excellence Framework M. Thelwall K. Kousha Mahshid Abdoli Emma Stuart Meiko Makita Paul Wilson Jonathan M. Levitt Petr Knoth M. Cancellieri 36 16 0 11 Dec 2022
MOPRD: A multidisciplinary open peer review dataset Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 55 14 0 09 Dec 2022
CREPE: Open-Domain Question Answering with False Presuppositions Xinyan Velocity Yu Sewon Min Luke Zettlemoyer Hannaneh Hajishirzi 105 54 0 30 Nov 2022
NLPeer: A Unified Resource for the Computational Study of Peer Review Nils Dycke Ilia Kuznetsov Iryna Gurevych 64 39 0 12 Nov 2022
An Inclusive Notion of Text Ilia Kuznetsov Iryna Gurevych 61 0 0 10 Nov 2022
Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach Jiayao Zhang Hongming Zhang Zhun Deng Dan Roth 84 16 0 07 Nov 2022
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei Xu Samuel Stevens 65 23 0 26 Oct 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 115 11 0 26 Oct 2022
ReAct: A Review Comment Dataset for Actionability (and more) G. Choudhary Natwar Modani Nitish Maurya 50 3 0 02 Oct 2022
Self-critiquing models for assisting human evaluators William Saunders Catherine Yeh Jeff Wu Steven Bills Ouyang Long Jonathan Ward Jan Leike ALM ELM 120 306 0 12 Jun 2022