Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLM
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Neo, Singh, Sonit |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests
by: Soni, Rahul, et al.
Published: (2025)
by: Soni, Rahul, et al.
Published: (2025)
Analysing Personal Attacks in U.S. Presidential Debates
by: Goyal, Ruban, et al.
Published: (2025)
by: Goyal, Ruban, et al.
Published: (2025)
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
by: Yoran, Ori, et al.
Published: (2023)
by: Yoran, Ori, et al.
Published: (2023)
MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
by: Wang, Ziyu, et al.
Published: (2025)
by: Wang, Ziyu, et al.
Published: (2025)
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models
by: Gupta, Sammriddh, et al.
Published: (2025)
by: Gupta, Sammriddh, et al.
Published: (2025)
Handling Students Dropouts in an LLM-driven Interactive Online Course Using Language Models
by: Wang, Yuanchun, et al.
Published: (2025)
by: Wang, Yuanchun, et al.
Published: (2025)
SyllabusQA: A Course Logistics Question Answering Dataset
by: Fernandez, Nigel, et al.
Published: (2024)
by: Fernandez, Nigel, et al.
Published: (2024)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)
by: Zhan, Zaifu, et al.
Published: (2026)
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India
by: Singh, Salam Michael, et al.
Published: (2024)
by: Singh, Salam Michael, et al.
Published: (2024)
FrugalRAG: Less is More in RL Finetuning for Multi-Hop Question Answering
by: Java, Abhinav, et al.
Published: (2025)
by: Java, Abhinav, et al.
Published: (2025)
Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models
by: Chen, Yihang, et al.
Published: (2025)
by: Chen, Yihang, et al.
Published: (2025)
Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations
by: Park, Eunkyu, et al.
Published: (2025)
by: Park, Eunkyu, et al.
Published: (2025)
CAIRNS: Balancing Readability and Scientific Accuracy in Climate Adaptation Question Answering
by: Kong, Liangji, et al.
Published: (2025)
by: Kong, Liangji, et al.
Published: (2025)
Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language
by: Sammoudi, Mohammad, et al.
Published: (2024)
by: Sammoudi, Mohammad, et al.
Published: (2024)
MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing
by: Agarwal, Siddhant, et al.
Published: (2024)
by: Agarwal, Siddhant, et al.
Published: (2024)
Social Bias in Popular Question-Answering Benchmarks
by: Kraft, Angelie, et al.
Published: (2025)
by: Kraft, Angelie, et al.
Published: (2025)
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers
by: Singh, Sonit
Published: (2024)
by: Singh, Sonit
Published: (2024)
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text
by: Agrahari, Shifali, et al.
Published: (2025)
by: Agrahari, Shifali, et al.
Published: (2025)
Automated Analysis of Learning Outcomes and Exam Questions Based on Bloom's Taxonomy
by: Kumar, Ramya, et al.
Published: (2025)
by: Kumar, Ramya, et al.
Published: (2025)
Leveraging Large Language Models for Actionable Course Evaluation Student Feedback to Lecturers
by: Zhang, Mike, et al.
Published: (2024)
by: Zhang, Mike, et al.
Published: (2024)
GG-BBQ: German Gender Bias Benchmark for Question Answering
by: Satheesh, Shalaka, et al.
Published: (2025)
by: Satheesh, Shalaka, et al.
Published: (2025)
None of the Above, Less of the Right: Parallel Patterns between Humans and LLMs on Multi-Choice Questions Answering
by: Tam, Zhi Rui, et al.
Published: (2025)
by: Tam, Zhi Rui, et al.
Published: (2025)
Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models
by: Wu, Patrick Y., et al.
Published: (2023)
by: Wu, Patrick Y., et al.
Published: (2023)
Reasoning Models Generate Societies of Thought
by: Kim, Junsol, et al.
Published: (2026)
by: Kim, Junsol, et al.
Published: (2026)
StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
by: Ni, Tengjun, et al.
Published: (2025)
by: Ni, Tengjun, et al.
Published: (2025)
Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models
by: Vishwamitra, Nishant, et al.
Published: (2023)
by: Vishwamitra, Nishant, et al.
Published: (2023)
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text
by: Prabhu, M Manvith, et al.
Published: (2024)
by: Prabhu, M Manvith, et al.
Published: (2024)
Mitigating Bias for Question Answering Models by Tracking Bias Influence
by: Ma, Mingyu Derek, et al.
Published: (2023)
by: Ma, Mingyu Derek, et al.
Published: (2023)
Artificial Intelligence Driven Course Generation: A Case Study Using ChatGPT
by: Rouabhia, Djaber
Published: (2024)
by: Rouabhia, Djaber
Published: (2024)
$π$-CoT: Prolog-Initialized Chain-of-Thought Prompting for Multi-Hop Question-Answering
by: Wan, Chao, et al.
Published: (2025)
by: Wan, Chao, et al.
Published: (2025)
It is Too Many Options: Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education
by: Singh, Shrutika, et al.
Published: (2025)
by: Singh, Shrutika, et al.
Published: (2025)
Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge
by: Usmanova, Aida, et al.
Published: (2024)
by: Usmanova, Aida, et al.
Published: (2024)
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
by: Wu, Tao, et al.
Published: (2025)
by: Wu, Tao, et al.
Published: (2025)
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
by: Fleischer, Daniel, et al.
Published: (2025)
by: Fleischer, Daniel, et al.
Published: (2025)
Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives
by: Haider, Batool, et al.
Published: (2025)
by: Haider, Batool, et al.
Published: (2025)
ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
by: Jia, Caijun, et al.
Published: (2025)
by: Jia, Caijun, et al.
Published: (2025)
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought
by: Kumari, Gitanjali, et al.
Published: (2024)
by: Kumari, Gitanjali, et al.
Published: (2024)
PediatricsMQA: a Multi-modal Pediatrics Question Answering Benchmark
by: Bahaj, Adil, et al.
Published: (2025)
by: Bahaj, Adil, et al.
Published: (2025)
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
by: Hu, Zhanghao, et al.
Published: (2025)
by: Hu, Zhanghao, et al.
Published: (2025)
Steering the CensorShip: Uncovering Representation Vectors for LLM "Thought" Control
by: Cyberey, Hannah, et al.
Published: (2025)
by: Cyberey, Hannah, et al.
Published: (2025)
Similar Items
-
Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests
by: Soni, Rahul, et al.
Published: (2025) -
Analysing Personal Attacks in U.S. Presidential Debates
by: Goyal, Ruban, et al.
Published: (2025) -
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
by: Yoran, Ori, et al.
Published: (2023) -
MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
by: Wang, Ziyu, et al.
Published: (2025) -
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models
by: Gupta, Sammriddh, et al.
Published: (2025)