Saved in:
| Main Authors: | Chu-Carroll, Jennifer, Beck, Andrew, Burnham, Greg, Melville, David OS, Nachman, David, Özcan, A. Erdem, Ferrucci, David |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2402.08064 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-ARC: Enhancing LLMs with an Automated Reasoning Critic
by: Kalyanpur, Aditya, et al.
Published: (2024)
by: Kalyanpur, Aditya, et al.
Published: (2024)
What is Sentiment Meant to Mean to Language Models?
by: Burnham, Michael
Published: (2024)
by: Burnham, Michael
Published: (2024)
Reasoning about Affordances: Causal and Compositional Reasoning in LLMs
by: Gjerde, Magnus F., et al.
Published: (2025)
by: Gjerde, Magnus F., et al.
Published: (2025)
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation
by: Chien, Jennifer, et al.
Published: (2024)
by: Chien, Jennifer, et al.
Published: (2024)
Beyond Confidence: The Rhythms of Reasoning in Generative Models
by: Liu, Deyuan, et al.
Published: (2026)
by: Liu, Deyuan, et al.
Published: (2026)
The Universal Landscape of Human Reasoning
by: Chen, Qiguang, et al.
Published: (2025)
by: Chen, Qiguang, et al.
Published: (2025)
The Political Preferences of LLMs
by: Rozado, David
Published: (2024)
by: Rozado, David
Published: (2024)
Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn't
by: Taguchi, Chihiro, et al.
Published: (2024)
by: Taguchi, Chihiro, et al.
Published: (2024)
No Text Needed: Forecasting MT Quality and Inequity from Fertility and Metadata
by: Lundin, Jessica M., et al.
Published: (2025)
by: Lundin, Jessica M., et al.
Published: (2025)
LLMs as Function Approximators: Terminology, Taxonomy, and Questions for Evaluation
by: Schlangen, David
Published: (2024)
by: Schlangen, David
Published: (2024)
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning
by: Markovic, Vasilije, et al.
Published: (2025)
by: Markovic, Vasilije, et al.
Published: (2025)
Beyond Words: A Latent Memory Approach to Internal Reasoning in LLMs
by: Orlicki, José I.
Published: (2025)
by: Orlicki, José I.
Published: (2025)
Planning Beyond Text: Graph-based Reasoning for Complex Narrative Generation
by: Gu, Hanwen, et al.
Published: (2026)
by: Gu, Hanwen, et al.
Published: (2026)
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
by: Liu, Xiao, et al.
Published: (2024)
by: Liu, Xiao, et al.
Published: (2024)
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English
by: Anand, Avinash, et al.
Published: (2024)
by: Anand, Avinash, et al.
Published: (2024)
Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs
by: Su, Jinyan, et al.
Published: (2025)
by: Su, Jinyan, et al.
Published: (2025)
Shadow-Loom: Causal Reasoning over Graphical World Models of Narratives
by: Wilmot, David
Published: (2026)
by: Wilmot, David
Published: (2026)
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
by: Chen, Weize, et al.
Published: (2024)
by: Chen, Weize, et al.
Published: (2024)
Loss Landscape Degeneracy and Stagewise Development in Transformers
by: Hoogland, Jesse, et al.
Published: (2024)
by: Hoogland, Jesse, et al.
Published: (2024)
Beyond No: Quantifying AI Over-Refusal and Emotional Attachment Boundaries
by: Noever, David, et al.
Published: (2025)
by: Noever, David, et al.
Published: (2025)
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
by: Tang, Liyan, et al.
Published: (2024)
by: Tang, Liyan, et al.
Published: (2024)
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
by: Yue, Yang, et al.
Published: (2025)
by: Yue, Yang, et al.
Published: (2025)
Narrative Landscape: Mapping Narrative Dispositions Across LLMs
by: Jung, Donghoon, et al.
Published: (2026)
by: Jung, Donghoon, et al.
Published: (2026)
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
by: Wang, Siyuan, et al.
Published: (2024)
by: Wang, Siyuan, et al.
Published: (2024)
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
by: Ma, Xuetao, et al.
Published: (2025)
by: Ma, Xuetao, et al.
Published: (2025)
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs
by: Luo, Hang, et al.
Published: (2025)
by: Luo, Hang, et al.
Published: (2025)
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)
by: Bai, Jiaxin, et al.
Published: (2023)
Rethinking Reasoning in LLMs: Neuro-Symbolic Local RetoMaton Beyond ICL and CoT
by: Mamidala, Rushitha Santhoshi, et al.
Published: (2025)
by: Mamidala, Rushitha Santhoshi, et al.
Published: (2025)
Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging
by: Chang, Chia-Hsuan, et al.
Published: (2024)
by: Chang, Chia-Hsuan, et al.
Published: (2024)
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare
by: Acikgoz, Emre Can, et al.
Published: (2024)
by: Acikgoz, Emre Can, et al.
Published: (2024)
Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?
by: Zhong, Chengzhi, et al.
Published: (2024)
by: Zhong, Chengzhi, et al.
Published: (2024)
A Statistical Physics of Language Model Reasoning
by: Carson, Jack David, et al.
Published: (2025)
by: Carson, Jack David, et al.
Published: (2025)
LLMs for Explainable AI: A Comprehensive Survey
by: Bilal, Ahsan, et al.
Published: (2025)
by: Bilal, Ahsan, et al.
Published: (2025)
When "Competency" in Reasoning Opens the Door to Vulnerability: Jailbreaking LLMs via Novel Complex Ciphers
by: Handa, Divij, et al.
Published: (2024)
by: Handa, Divij, et al.
Published: (2024)
Learning to Think Like a Cartoon Captionist: Incongruity-Resolution Supervision for Multimodal Humor Understanding
by: Vural, Hatice Merve, et al.
Published: (2026)
by: Vural, Hatice Merve, et al.
Published: (2026)
From Complexity to Clarity: How AI Enhances Perceptions of Scientists and the Public's Understanding of Science
by: Markowitz, David M.
Published: (2024)
by: Markowitz, David M.
Published: (2024)
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
by: Yan, Yibo, et al.
Published: (2025)
by: Yan, Yibo, et al.
Published: (2025)
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark
by: Li, Fangjun, et al.
Published: (2024)
by: Li, Fangjun, et al.
Published: (2024)
Domain Specific Specialization in Low-Resource Settings: The Efficacy of Offline Response-Based Knowledge Distillation in Large Language Models
by: Aslan, Erdem, et al.
Published: (2026)
by: Aslan, Erdem, et al.
Published: (2026)
Similar Items
-
LLM-ARC: Enhancing LLMs with an Automated Reasoning Critic
by: Kalyanpur, Aditya, et al.
Published: (2024) -
What is Sentiment Meant to Mean to Language Models?
by: Burnham, Michael
Published: (2024) -
Reasoning about Affordances: Causal and Compositional Reasoning in LLMs
by: Gjerde, Magnus F., et al.
Published: (2025) -
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation
by: Chien, Jennifer, et al.
Published: (2024) -
Beyond Confidence: The Rhythms of Reasoning in Generative Models
by: Liu, Deyuan, et al.
Published: (2026)