Cover Image

Answering Questions by Meta-Reasoning over Multiple Chains of Thought

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yoran, Ori, Wolfson, Tomer, Bogin, Ben, Katz, Uri, Deutch, Daniel, Berant, Jonathan
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Weakly Supervised Text-to-SQL Parsing through Question Decomposition
by: Wolfson, Tomer, et al.
Published: (2021)

Making Retrieval-Augmented Language Models Robust to Irrelevant Context
by: Yoran, Ori, et al.
Published: (2023)

From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty
by: Ivgi, Maor, et al.
Published: (2024)

AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
by: Yoran, Ori, et al.
Published: (2024)

To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)

SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
by: Fleischer, Daniel, et al.
Published: (2025)

SEMQA: Semi-Extractive Multi-Source Question Answering
by: Schuster, Tal, et al.
Published: (2023)

STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
by: Bi, Zhenyu, et al.
Published: (2024)

MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents
by: Wolfson, Tomer, et al.
Published: (2025)

Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering
by: Ferguson, Nick, et al.
Published: (2025)

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought
by: Xiang, Violet, et al.
Published: (2025)

Latent Chain-of-Thought for Visual Reasoning
by: Sun, Guohao, et al.
Published: (2025)

Seek and Solve Reasoning for Table Question Answering
by: Jiang, Ruya, et al.
Published: (2024)

How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
by: Chen, Xi, et al.
Published: (2025)

On Early Detection of Hallucinations in Factual Question Answering
by: Snyder, Ben, et al.
Published: (2023)

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
by: Chen, Qiguang, et al.
Published: (2026)

Generating Tables from the Parametric Knowledge of Language Models
by: Berkovitch, Yevgeni, et al.
Published: (2024)

GRACE: Discriminator-Guided Chain-of-Thought Reasoning
by: Khalifa, Muhammad, et al.
Published: (2023)

Markov Chain of Thought for Efficient Mathematical Reasoning
by: Yang, Wen, et al.
Published: (2024)

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
by: Jiang, Jinhao, et al.
Published: (2023)

Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)

LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
by: Xu, Zifan, et al.
Published: (2023)

Leveraging In-Context Learning for Language Model Agents
by: Gupta, Shivanshu, et al.
Published: (2025)

HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
by: Liu, Ye, et al.
Published: (2023)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
by: Welz, Simon, et al.
Published: (2025)

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
by: Joshi, Harshit, et al.
Published: (2026)

When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering
by: Kang, Eojin, et al.
Published: (2025)

Differentiating Choices via Commonality for Multiple-Choice Question Answering
by: Deng, Wenqing, et al.
Published: (2024)

Fractured Chain-of-Thought Reasoning
by: Liao, Baohao, et al.
Published: (2025)

Value-Guided Search for Efficient Chain-of-Thought Reasoning
by: Wang, Kaiwen, et al.
Published: (2025)

Fusing Bidirectional Chains of Thought and Reward Mechanisms A Method for Enhancing Question-Answering Capabilities of Large Language Models for Chinese Intangible Cultural Heritage
by: Liu, Ruilin, et al.
Published: (2025)

Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)

Lie to Me: How Faithful Is Chain-of-Thought Reasoning in Reasoning Models?
by: Young, Richard J.
Published: (2026)

Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information
by: Struppek, Lukas, et al.
Published: (2025)

Reinforcement Learning for Conversational Question Answering over Knowledge Graph
by: Wu, Mi
Published: (2024)

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
by: Chu, Zheng, et al.
Published: (2024)

When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models
by: Amouyal, Samuel Joseph, et al.
Published: (2025)

Comparing Human and Language Models Sentence Processing Difficulties on Complex Structures
by: Amouyal, Samuel Joseph, et al.
Published: (2025)

SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
by: Jiang, Fengqing, et al.
Published: (2025)

Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
by: Lin, Shuxin, et al.
Published: (2025)