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Papers
TitleTrap: Probing Presentation Bias in LLM-Based Scientific Reviewing
AACL 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
EMNLP 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
CVPR 2025
AgentReview: Exploring Peer Review Dynamics with LLM Agents
EMNLP 2024
An Analysis of Tasks and Datasets in Peer Reviewing
ACL 2024
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
ACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance
ACL 2024
CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions
COLING 2024
Eliciting Honest Information from Authors Using Sequential Review
AAAI 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
ICML 2024
‘Quis custodiet ipsos custodes?’ Who will watch the watchmen? On Detecting AI-generated peer-reviews
EMNLP 2024
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision
ACL 2024
Recommending Missed Citations Identified by Reviewers: A New Task, Dataset and Baselines
COLING 2024
The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track
NeurIPS 2024
A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment
NeurIPS 2023
Automatic Analysis of Substantiation in Scientific Peer Reviews
EMNLP 2023
Calibrating “Cheap Signals” in Peer Review without a Prior
NeurIPS 2023
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies
ACL 2023
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals
EMNLP 2023
Group Fairness in Peer Review
NeurIPS 2023
Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training
ACL 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP
EACL 2023
NLPeer: A Unified Resource for the Computational Study of Peer Review
ACL 2023
Reviewriter: AI-Generated Instructions For Peer Review Writing
ACL 2023
Understanding Ethics in NLP Authoring and Reviewing
EACL 2023