Cover Image

ReasonScaffold: A Scaffolded Reasoning-based Annotation Protocol for Human-AI Co-Annotation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sudheendra, Smitha Muthya, Srivastava, Jaideep
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

CMV-Fuse: Cross Modal-View Fusion of AMR, Syntax, and Knowledge Representations for Aspect Based Sentiment Analysis
by: Sudheendra, Smitha Muthya, et al.
Published: (2025)

Impact Of Emotions on Information Seeking And Sharing Behaviors During Pandemic
by: Sudheendra, Smitha Muthya, et al.
Published: (2024)

Beyond Citations: A Cross-Domain Metric for Dataset Impact and Shareability
by: Sudheendra, Smitha Muthya, et al.
Published: (2025)

BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection
by: Zhang, Zhongxing, et al.
Published: (2026)

Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models
by: Dhillon, Paramveer S., et al.
Published: (2024)

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning
by: Leang, Joshua Ong Jun, et al.
Published: (2024)

Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
by: Cai, Wenrui, et al.
Published: (2025)

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
by: Wang, Siyuan, et al.
Published: (2024)

Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?
by: Ni, Jingwei, et al.
Published: (2025)

An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning
by: Kaur, Navdeep, et al.
Published: (2025)

ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
by: Liu, Xuefeng, et al.
Published: (2025)

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
by: Huang, Chen, et al.
Published: (2024)

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
by: Li, Minzhi, et al.
Published: (2023)

A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents
by: Cohn, Clayton, et al.
Published: (2025)

Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI
by: Pangakis, Nicholas, et al.
Published: (2024)

Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
by: Zhang, Xichen, et al.
Published: (2025)

Capability Conditioned Scaffolding for Professional Human LLM Collaboration
by: Yang, Sen, et al.
Published: (2026)

Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines
by: Srivastava, Saurabh, et al.
Published: (2025)

To Err Is Human; To Annotate, SILICON? Toward Robust Reproducibility in LLM Annotation
by: Cheng, Xiang, et al.
Published: (2024)

The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
by: Sun, Yutao, et al.
Published: (2025)

Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence
by: Sahitaj, Ariana, et al.
Published: (2025)

CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population
by: Fang, Tianqing, et al.
Published: (2023)

Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error Annotations
by: Tan, Shaomu, et al.
Published: (2025)

Dual-Process Scaffold Reasoning for Enhancing LLM Code Debugging
by: Hsieh, Po-Chung, et al.
Published: (2025)

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces
by: Geng, Xinyu, et al.
Published: (2026)

GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction
by: Felkner, Virginia K., et al.
Published: (2024)

Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators
by: Gu, Feng, et al.
Published: (2025)

Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions
by: Shen, Yijun, et al.
Published: (2025)

It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments
by: Mæhlum, Petter, et al.
Published: (2024)

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations
by: Brandl, Stephanie, et al.
Published: (2024)

Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries
by: Battula, Harshavardhan, et al.
Published: (2024)

The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection
by: Nandi, Arghodeep, et al.
Published: (2025)

Lattice Annotated Temporal (LAT) Logic for Non-Markovian Reasoning
by: Mukherji, Kaustuv, et al.
Published: (2025)

Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets
by: Giorgi, Tommaso, et al.
Published: (2024)

Human-Annotated NER Dataset for the Kyrgyz Language
by: Turatali, Timur, et al.
Published: (2025)

Tailoring AI-Driven Reading Scaffolds to the Distinct Needs of Neurodiverse Learners
by: Jhilal, Soufiane, et al.
Published: (2026)

CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning
by: Zhu, Wenqiao, et al.
Published: (2025)

Refining and Reusing Annotation Guidelines for LLM Annotation
by: Kim, Kon Woo, et al.
Published: (2026)

MEGAnno+: A Human-LLM Collaborative Annotation System
by: Kim, Hannah, et al.
Published: (2024)

Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning
by: Rosenbacke, Rikard, et al.
Published: (2026)