Language Models as Inductive Reasoners
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Zonglin, Dong, Li, Du, Xinya, Cheng, Hao, Cambria, Erik, Liu, Xiaodong, Gao, Jianfeng, Wei, Furu |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Logical Reasoning over Natural Language as Knowledge Representation: A Survey
by: Yang, Zonglin, et al.
Published: (2023)
by: Yang, Zonglin, et al.
Published: (2023)
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023)
by: Yang, Zonglin, et al.
Published: (2023)
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
by: Yang, Zonglin, et al.
Published: (2024)
by: Yang, Zonglin, et al.
Published: (2024)
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks
by: Yu, Xiaodong, et al.
Published: (2023)
by: Yu, Xiaodong, et al.
Published: (2023)
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
by: Xu, Fangzhi, et al.
Published: (2023)
by: Xu, Fangzhi, et al.
Published: (2023)
A Systematic Analysis of Biases in Large Language Models
by: Zhang, Xulang, et al.
Published: (2025)
by: Zhang, Xulang, et al.
Published: (2025)
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations
by: Li, Ruosen, et al.
Published: (2023)
by: Li, Ruosen, et al.
Published: (2023)
A Survey of Inductive Reasoning for Large Language Models
by: Chen, Kedi, et al.
Published: (2025)
by: Chen, Kedi, et al.
Published: (2025)
MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
by: Li, Jiachun, et al.
Published: (2024)
by: Li, Jiachun, et al.
Published: (2024)
MiniLLM: On-Policy Distillation of Large Language Models
by: Gu, Yuxian, et al.
Published: (2023)
by: Gu, Yuxian, et al.
Published: (2023)
Inductive Linguistic Reasoning with Large Language Models
by: Ramji, Raghav, et al.
Published: (2024)
by: Ramji, Raghav, et al.
Published: (2024)
LongReasonArena: A Long Reasoning Benchmark for Large Language Models
by: Ding, Jiayu, et al.
Published: (2025)
by: Ding, Jiayu, et al.
Published: (2025)
Self-Boosting Large Language Models with Synthetic Preference Data
by: Dong, Qingxiu, et al.
Published: (2024)
by: Dong, Qingxiu, et al.
Published: (2024)
The Era of Agentic Organization: Learning to Organize with Language Models
by: Chi, Zewen, et al.
Published: (2025)
by: Chi, Zewen, et al.
Published: (2025)
The Role of Deductive and Inductive Reasoning in Large Language Models
by: Cai, Chengkun, et al.
Published: (2024)
by: Cai, Chengkun, et al.
Published: (2024)
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)
by: Zhuo, Xingrui, et al.
Published: (2025)
Enhancing Language Models for Robust Greenwashing Detection
by: Braun, Neil Heinrich, et al.
Published: (2026)
by: Braun, Neil Heinrich, et al.
Published: (2026)
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering
by: Zhang, Qingru, et al.
Published: (2024)
by: Zhang, Qingru, et al.
Published: (2024)
SemEval 2024 -- Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF)
by: Kumar, Shivani, et al.
Published: (2024)
by: Kumar, Shivani, et al.
Published: (2024)
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge
by: Tang, Yao, et al.
Published: (2026)
by: Tang, Yao, et al.
Published: (2026)
Beyond I'm Sorry, I Can't: Dissecting Large Language Model Refusal
by: Prakash, Nirmalendu, et al.
Published: (2025)
by: Prakash, Nirmalendu, et al.
Published: (2025)
On the Role of Model Prior in Real-World Inductive Reasoning
by: Liu, Zhuo, et al.
Published: (2024)
by: Liu, Zhuo, et al.
Published: (2024)
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
by: Chen, Tong, et al.
Published: (2024)
by: Chen, Tong, et al.
Published: (2024)
The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning
by: Zhang, Xudong, et al.
Published: (2026)
by: Zhang, Xudong, et al.
Published: (2026)
Hypothesis Search: Inductive Reasoning with Language Models
by: Wang, Ruocheng, et al.
Published: (2023)
by: Wang, Ruocheng, et al.
Published: (2023)
K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning
by: Zhang, Yadong, et al.
Published: (2024)
by: Zhang, Yadong, et al.
Published: (2024)
MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
by: Zhang, Jian, et al.
Published: (2025)
by: Zhang, Jian, et al.
Published: (2025)
Black-Box On-Policy Distillation of Large Language Models
by: Ye, Tianzhu, et al.
Published: (2025)
by: Ye, Tianzhu, et al.
Published: (2025)
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
by: Yang, Zonglin, et al.
Published: (2025)
by: Yang, Zonglin, et al.
Published: (2025)
UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities
by: Du, Dong, et al.
Published: (2025)
by: Du, Dong, et al.
Published: (2025)
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
by: Liu, Yujie, et al.
Published: (2025)
by: Liu, Yujie, et al.
Published: (2025)
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
by: Yang, Wenkai, et al.
Published: (2025)
by: Yang, Wenkai, et al.
Published: (2025)
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents
by: Li, Ruochen, et al.
Published: (2024)
by: Li, Ruochen, et al.
Published: (2024)
On LLM-Based Scientific Inductive Reasoning Beyond Equations
by: Lin, Brian S., et al.
Published: (2025)
by: Lin, Brian S., et al.
Published: (2025)
Affective Flow Language Model for Emotional Support Conversation
by: Zou, Chenghui, et al.
Published: (2026)
by: Zou, Chenghui, et al.
Published: (2026)
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
by: Ong, Keane, et al.
Published: (2025)
by: Ong, Keane, et al.
Published: (2025)
Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals
by: Li, Jia-Nan, et al.
Published: (2025)
by: Li, Jia-Nan, et al.
Published: (2025)
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
by: Qiu, Linlu, et al.
Published: (2023)
by: Qiu, Linlu, et al.
Published: (2023)
Do Language Models Follow Occam's Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning
by: Sun, Yunxin, et al.
Published: (2025)
by: Sun, Yunxin, et al.
Published: (2025)
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
by: Wang, Yiping, et al.
Published: (2025)
by: Wang, Yiping, et al.
Published: (2025)
Similar Items
-
Logical Reasoning over Natural Language as Knowledge Representation: A Survey
by: Yang, Zonglin, et al.
Published: (2023) -
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023) -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
by: Yang, Zonglin, et al.
Published: (2024) -
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks
by: Yu, Xiaodong, et al.
Published: (2023) -
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
by: Xu, Fangzhi, et al.
Published: (2023)