#reviewer shortage
17 related articles
·3 min
What If You Selected the Wrong Paper Type on the ARR Author Form? Impact and Solutions
Selected Short on the ARR Author Form but submitted a Long paper? Learn how ARR's two-form system works, why paper-level metadata is authoritative, and how to fix the error.
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·3 min
EMNLP 2026 Launches AI Reviewing Experiment: A Turning Point for Academic Peer Review
EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, mechanics, controversies, and implications.
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·3 min
EMNLP 2026 Launches AI Reviewing Experiment: A Transformation in Academic Peer Review
EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, core content, controversies, and implications.
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·2 min
OpenReviewer: An Open-Source LLM Built Specifically for Scientific Paper Review
OpenReviewer is an open-source LLM for generating critical scientific paper reviews. This article analyzes its technical approach, use cases, and limitations.
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·2 min
OpenReviewer: An Open-Source LLM Built Specifically for Scientific Paper Review
OpenReviewer is an open-source LLM for generating critical scientific paper reviews. This article analyzes its technical approach, use cases, and limitations.
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·4 min
Framework 13 Pro In-Depth Review: The Modular Laptop That Finally Stops Compromising
Framework 13 Pro in-depth review covering build quality, display, performance, and Linux experience. This modular laptop achieves 85% of MacBook Pro's refinement with far superior repairability and upgradeability.
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·3 min
Low Initial Review Scores for NeurIPS 2026 Theory Papers? Community Discussion and In-Depth Analysis
NeurIPS 2026 theory papers are receiving low initial review scores. This article analyzes structural causes, scoring trends, and rebuttal strategies for theory researchers.
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·3 min
GPT-5.6 Proves 50-Year Math Conjecture in One Hour — AI Independently Cracks a Scientific Problem
GPT-5.6 Sol Ultra proved the 50-year-old Cycle Double Cover Conjecture in one hour for under $500. Plus: Apple sues OpenAI, Google open-sources Gemma 4, and Zhipu AI targets AGI.
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·3 min
Can GPT-5.6 Prove a 50-Year Graph Theory Conjecture? The Boundaries and Verification of AI Mathematical Reasoning
GPT-5.6 Soul Ultra claims to prove the 50-year-old Cycle Double Cover Conjecture in under an hour using 64 parallel agents. We examine the technical path, missing peer review, and formal verification gaps.
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·4 min
The Pain of AI Paper Peer Review: Why Should Models Released After the Deadline Count Against You?
A Reddit post exposes ARR review misconduct: a reviewer scored 1 for not comparing against a model released after the submission deadline. This article analyzes structural problems in AI academic peer review and proposes reform directions.
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·6 min
Rising RAM Prices Push Up Gaming Laptop Costs? A Value-Focused Buying Guide
Rising RAM and storage prices have eroded gaming laptop value. This guide breaks down the causes, cost pass-through, and offers practical buying advice plus MSI value picks.
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·3 min
Getting Started with ChatGPT Codex and Claude Code: A Hands-On AI Programming Tutorial for Beginners
A detailed guide comparing ChatGPT Codex and Claude Code — covering core differences, selection criteria, and setup for beginners to start AI agent programming and boost dev efficiency 2-5x.
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·3 min
AI Agent Tutorial Collection: Complete Coverage of Multi-Agent, Memory, and Reasoning
Open-source AI Agent tutorial project with 2600+ GitHub Stars covering multi-agent systems, memory, planning, and reasoning loops via Jupyter Notebooks for hands-on learning.
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·3 min
AI Large Language Model Learning Path: A Three-Step Practical Guide from Zero to Freelancing
A three-step guide to LLM app development: from Prompt Engineering and API calls, to RAG knowledge bases, to Agent development and multi-agent collaboration.
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Tutorials·3 min
Harness Engineering: A Practical Guide to AI Programming — From Prompts to Mastery
Explore the three stages of AI programming evolution: from Prompt Engineering to Context Engineering to Harness Engineering. Master enterprise-grade AI coding with Cloud Code + VS Code.
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Industry Insights·3 min
AI Papers Are Getting Better Than Ever — So Why Are They Becoming Science's Biggest Problem?
AI-generated academic papers have improved dramatically but are causing citation pollution, overwhelming peer review, and eroding knowledge credibility. This article analyzes the impact and explores solutions.
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Product Reviews·5 min
awesome-LLM-resources: A Deep Dive into GitHub's 8K-Star Comprehensive LLM Resource Repository
Deep analysis of the GitHub project awesome-LLM-resources covering LLM training, inference, Agent, MCP, multimodal, small language models, o1 reasoning and more — an 8200+ Star one-stop LLM resource guide.
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