Cover Image

Is Peer Review Really in Decline? Analyzing Review Quality across Venues and Time

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kuznetsov, Ilia, Nayak, Rohan, Rozovskaya, Alla, Gurevych, Iryna
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exposía: Teaching and Assessment of Academic Writing Skills for Research Project Proposals and Peer Feedback
by: Zyska, Dennis, et al.
Published: (2026)

Identifying Aspects in Peer Reviews
by: Lu, Sheng, et al.
Published: (2025)

STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
by: Dycke, Nils, et al.
Published: (2024)

Reviewing the Reviewer: Elevating Peer Review Quality through LLM-Guided Feedback
by: Purkayastha, Sukannya, et al.
Published: (2026)

Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision
by: Ruan, Qian, et al.
Published: (2024)

Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions
by: Ruan, Qian, et al.
Published: (2024)

Commitment Checklist: Auditing Author Commitments in Peer Review
by: Chen, Chung-Chi, et al.
Published: (2026)

PeerQA: A Scientific Question Answering Dataset from Peer Reviews
by: Baumgärtner, Tim, et al.
Published: (2025)

Systematic Task Exploration with LLMs: A Study in Citation Text Generation
by: Şahinuç, Furkan, et al.
Published: (2024)

LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
by: Purkayastha, Sukannya, et al.
Published: (2025)

The Good, the Bad and the Constructive: Automatically Measuring Peer Review's Utility for Authors
by: Sadallah, Abdelrahman, et al.
Published: (2025)

ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links
by: Basch, Serwar, et al.
Published: (2025)

Analyzing Dataset Annotation Quality Management in the Wild
by: Klie, Jan-Christoph, et al.
Published: (2023)

Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework
by: Dycke, Nils, et al.
Published: (2025)

Document Structure in Long Document Transformers
by: Buchmann, Jan, et al.
Published: (2024)

M2QA: Multi-domain Multilingual Question Answering
by: Engländer, Leon, et al.
Published: (2024)

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
by: Baumgärtner, Tim, et al.
Published: (2026)

What Can Natural Language Processing Do for Peer Review?
by: Kuznetsov, Ilia, et al.
Published: (2024)

The Nature of NLP: Analyzing Contributions in NLP Papers
by: Pramanick, Aniket, et al.
Published: (2024)

Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale
by: Rohweder, Jonas, et al.
Published: (2026)

Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification
by: Bates, Luke, et al.
Published: (2023)

Citation Failure: Definition, Analysis and Efficient Mitigation
by: Buchmann, Jan, et al.
Published: (2025)

Pull Requests From The Classroom: Co-Developing Curriculum And Code
by: Zyska, Dennis, et al.
Published: (2025)

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems
by: Mandal, Aishik, et al.
Published: (2025)

Reward Modeling for Scientific Writing Evaluation
by: Şahinuç, Furkan, et al.
Published: (2026)

How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study
by: Waldis, Andreas, et al.
Published: (2023)

Robust Utility-Preserving Text Anonymization Based on Large Language Models
by: Yang, Tianyu, et al.
Published: (2024)

Token Weighting for Long-Range Language Modeling
by: Helm, Falko, et al.
Published: (2025)

COVE: COntext and VEracity prediction for out-of-context images
by: Tonglet, Jonathan, et al.
Published: (2025)

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization
by: Waldis, Andreas, et al.
Published: (2024)

DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
by: Fang, Haishuo, et al.
Published: (2024)

Turning Logic Against Itself : Probing Model Defenses Through Contrastive Questions
by: Sachdeva, Rachneet, et al.
Published: (2025)

Overview of PerpectiveArg2024: The First Shared Task on Perspective Argument Retrieval
by: Falk, Neele, et al.
Published: (2024)

LLM Roleplay: Simulating Human-Chatbot Interaction
by: Tamoyan, Hovhannes, et al.
Published: (2024)

Expert Preference-based Evaluation of Automated Related Work Generation
by: Şahinuç, Furkan, et al.
Published: (2025)

Attribute or Abstain: Large Language Models as Long Document Assistants
by: Buchmann, Jan, et al.
Published: (2024)

M4FC: a Multimodal, Multilingual, Multicultural, Multitask Real-World Fact-Checking Dataset
by: Geng, Jiahui, et al.
Published: (2025)

CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
by: Sachdeva, Rachneet, et al.
Published: (2023)

How are Prompts Different in Terms of Sensitivity?
by: Lu, Sheng, et al.
Published: (2023)

IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators
by: Paul, Indraneil, et al.
Published: (2024)