Assessing LLM Reasoning Through Implicit Causal Chain Discovery in Climate Discourse
Fuente:
arXiv
Saved in:
| Main Authors: | Allein, Liesbeth, Pineda-Castañeda, Nataly, Rocci, Andrea, Moens, Marie-Francine |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ClimateCause: Complex and Implicit Causal Structures in Climate Reports
by: Allein, Liesbeth, et al.
Published: (2026)
by: Allein, Liesbeth, et al.
Published: (2026)
Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease
by: Theodoropoulos, Christos, et al.
Published: (2024)
by: Theodoropoulos, Christos, et al.
Published: (2024)
Reduction of Supervision for Biomedical Knowledge Discovery
by: Theodoropoulos, Christos, et al.
Published: (2025)
by: Theodoropoulos, Christos, et al.
Published: (2025)
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
by: Tian, Chang, et al.
Published: (2022)
by: Tian, Chang, et al.
Published: (2022)
Learning to Plan Long-Term for Language Modeling
by: Mai, Florian, et al.
Published: (2024)
by: Mai, Florian, et al.
Published: (2024)
Learning to Plan for Language Modeling from Unlabeled Data
by: Cornille, Nathan, et al.
Published: (2024)
by: Cornille, Nathan, et al.
Published: (2024)
Bridging Language Gaps: Enhancing Few-Shot Language Adaptation
by: Borchert, Philipp, et al.
Published: (2025)
by: Borchert, Philipp, et al.
Published: (2025)
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning
by: Borchert, Philipp, et al.
Published: (2024)
by: Borchert, Philipp, et al.
Published: (2024)
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
by: Araujo, Vladimir, et al.
Published: (2024)
by: Araujo, Vladimir, et al.
Published: (2024)
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition
by: Tian, Chang, et al.
Published: (2024)
by: Tian, Chang, et al.
Published: (2024)
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding
by: Trusca, Maria Mihaela, et al.
Published: (2025)
by: Trusca, Maria Mihaela, et al.
Published: (2025)
DMON: A Simple yet Effective Approach for Argument Structure Learning
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
Sequence-to-Sequence Spanish Pre-trained Language Models
by: Araujo, Vladimir, et al.
Published: (2023)
by: Araujo, Vladimir, et al.
Published: (2023)
Computational Models to Study Language Processing in the Human Brain: A Survey
by: Wang, Shaonan, et al.
Published: (2024)
by: Wang, Shaonan, et al.
Published: (2024)
Prompting Implicit Discourse Relation Annotation
by: Yung, Frances, et al.
Published: (2024)
by: Yung, Frances, et al.
Published: (2024)
C2-Faith: Benchmarking LLM Judges for Causal and Coverage Faithfulness in Chain-of-Thought Reasoning
by: Mittal, Avni, et al.
Published: (2026)
by: Mittal, Avni, et al.
Published: (2026)
Detecting Religious Language in Climate Discourse
by: Beijen, Evy, et al.
Published: (2025)
by: Beijen, Evy, et al.
Published: (2025)
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks
by: Xiong, Kai, et al.
Published: (2022)
by: Xiong, Kai, et al.
Published: (2022)
Pragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic Language
by: Chen, Xi, et al.
Published: (2025)
by: Chen, Xi, et al.
Published: (2025)
CLadder: Assessing Causal Reasoning in Language Models
by: Jin, Zhijing, et al.
Published: (2023)
by: Jin, Zhijing, et al.
Published: (2023)
Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning
by: Wang, Libo
Published: (2025)
by: Wang, Libo
Published: (2025)
Evaluating Implicit Biases in LLM Reasoning through Logic Grid Puzzles
by: Jahara, Fatima, et al.
Published: (2025)
by: Jahara, Fatima, et al.
Published: (2025)
Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies
by: Zeng, Donghuo, et al.
Published: (2025)
by: Zeng, Donghuo, et al.
Published: (2025)
SIM-CoT: Supervised Implicit Chain-of-Thought
by: Wei, Xilin, et al.
Published: (2025)
by: Wei, Xilin, et al.
Published: (2025)
The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning
by: Li, Yubo, et al.
Published: (2026)
by: Li, Yubo, et al.
Published: (2026)
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency
by: Wang, Kangsheng, et al.
Published: (2024)
by: Wang, Kangsheng, et al.
Published: (2024)
Think Consistently, Reason Efficiently: Energy-Based Calibration for Implicit Chain-of-Thought
by: Chen, Zhikang, et al.
Published: (2025)
by: Chen, Zhikang, et al.
Published: (2025)
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning
by: Hassid, Michael, et al.
Published: (2025)
by: Hassid, Michael, et al.
Published: (2025)
Implicit Sentiment Analysis Based on Chain of Thought Prompting
by: Duan, Zhihua, et al.
Published: (2024)
by: Duan, Zhihua, et al.
Published: (2024)
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
by: Yu, Xiangning, et al.
Published: (2025)
by: Yu, Xiangning, et al.
Published: (2025)
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information
by: Struppek, Lukas, et al.
Published: (2025)
by: Struppek, Lukas, et al.
Published: (2025)
ALCM: Autonomous LLM-Augmented Causal Discovery Framework
by: Khatibi, Elahe, et al.
Published: (2024)
by: Khatibi, Elahe, et al.
Published: (2024)
Hidden Error Awareness in Chain-of-Thought Reasoning: The Signal Is Diagnostic, Not Causal
by: Yuan, Aojie, et al.
Published: (2026)
by: Yuan, Aojie, et al.
Published: (2026)
RVISA: Reasoning and Verification for Implicit Sentiment Analysis
by: Lai, Wenna, et al.
Published: (2024)
by: Lai, Wenna, et al.
Published: (2024)
Explainable LLM Unlearning Through Reasoning
by: Liao, Junfeng, et al.
Published: (2026)
by: Liao, Junfeng, et al.
Published: (2026)
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs
by: Kim, Zae Myung, et al.
Published: (2024)
by: Kim, Zae Myung, et al.
Published: (2024)
ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data
by: Zheng, Xinzhe, et al.
Published: (2025)
by: Zheng, Xinzhe, et al.
Published: (2025)
Large Language Models for Constrained-Based Causal Discovery
by: Cohrs, Kai-Hendrik, et al.
Published: (2024)
by: Cohrs, Kai-Hendrik, et al.
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)
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
by: Shen, Maohao, et al.
Published: (2025)
by: Shen, Maohao, et al.
Published: (2025)
Similar Items
-
ClimateCause: Complex and Implicit Causal Structures in Climate Reports
by: Allein, Liesbeth, et al.
Published: (2026) -
Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease
by: Theodoropoulos, Christos, et al.
Published: (2024) -
Reduction of Supervision for Biomedical Knowledge Discovery
by: Theodoropoulos, Christos, et al.
Published: (2025) -
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
by: Tian, Chang, et al.
Published: (2022) -
Learning to Plan Long-Term for Language Modeling
by: Mai, Florian, et al.
Published: (2024)