Cover Image

Neutralizing Bias in LLM Reasoning using Entailment Graphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cheng, Liang, Li, Tianyi, Wang, Zhaowei, Liu, Tianyang, Steedman, Mark
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Explicit Inductive Inference using Large Language Models
by: Liu, Tianyang, et al.
Published: (2024)

S2LPP: Small-to-Large Prompt Prediction across LLMs
by: Cheng, Liang, et al.
Published: (2025)

LLMs are Frequency Pattern Learners in Natural Language Inference
by: Cheng, Liang, et al.
Published: (2025)

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction
by: Han, Kaiqiao, et al.
Published: (2024)

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
by: Wang, Zhaowei, et al.
Published: (2023)

Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
by: Sanyal, Soumya, et al.
Published: (2024)

Modelling Child Learning and Parsing of Long-range Syntactic Dependencies
by: Mahon, Louis, et al.
Published: (2025)

A Usage-centric Take on Intent Understanding in E-Commerce
by: Zhou, Wendi, et al.
Published: (2024)

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation
by: Da, Longchao, et al.
Published: (2024)

Entailment-Preserving First-order Logic Representations in Natural Language Entailment
by: Lee, Jinu, et al.
Published: (2025)

CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection
by: Eliav, Ron, et al.
Published: (2025)

Efficient Seq2seq Coreference Resolution Using Entity Representations
by: Grenander, Matt, et al.
Published: (2025)

Reframing Tax Law Entailment as Analogical Reasoning
by: Zou, Xinrui, et al.
Published: (2024)

CodeGraph: Enhancing Graph Reasoning of LLMs with Code
by: Cai, Qiaolong, et al.
Published: (2024)

EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
by: Su, Ying, et al.
Published: (2024)

Chapter Combinatory Categorial Grammar
by: Steedman, Mark
Published: (2022)

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
by: Wang, Zhaowei, et al.
Published: (2025)

Dataset Creation for Visual Entailment using Generative AI
by: Reijtenbach, Rob, et al.
Published: (2025)

PROMPT2BOX: Uncovering Entailment Structure among LLM Prompts
by: Bhuiya, Neeladri, et al.
Published: (2026)

Adversarial Attacks and Defense for Conversation Entailment Task
by: Yang, Zhenning, et al.
Published: (2024)

Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations
by: Zahraei, Pardis Sadat, et al.
Published: (2025)

Spectral Neuro-Symbolic Reasoning II: Semantic Node Merging, Entailment Filtering, and Knowledge Graph Alignment
by: Kiruluta, Andrew, et al.
Published: (2025)

Textual Entailment is not a Better Bias Metric than Token Probability
by: Felkner, Virginia K., et al.
Published: (2025)

Alleviating Choice Supportive Bias in LLM with Reasoning Dependency Generation
by: Zhuang, Nan, et al.
Published: (2025)

Structured Reasoning for Fairness: A Multi-Agent Approach to Bias Detection in Textual Data
by: Huang, Tianyi, et al.
Published: (2025)

Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
by: Li, Songze, et al.
Published: (2025)

Improve Dense Passage Retrieval with Entailment Tuning
by: Dai, Lu, et al.
Published: (2024)

Enhancing Transformers for Generalizable First-Order Logical Entailment
by: Zheng, Tianshi, et al.
Published: (2025)

A Language-agnostic Model of Child Language Acquisition
by: Mahon, Louis, et al.
Published: (2024)

Leveraging Entailment Judgements in Cross-Lingual Summarisation
by: Zhang, Huajian, et al.
Published: (2024)

When Neutral Summaries are not that Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries
by: Vijay, Supriti, et al.
Published: (2024)

TS-Reasoner: Aligning Time Series Foundation Models with LLM Reasoning
by: Yu, Fangxu, et al.
Published: (2025)

Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning
by: Wu, Xuyang, et al.
Published: (2025)

Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
by: Xu, Mufan, et al.
Published: (2025)

Stylistic Evolution and LLM Neutrality in Singlish Language
by: Foo, Linus Tze En, et al.
Published: (2026)

Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM
by: Xiong, Zhen, et al.
Published: (2025)

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
by: Wang, Jiashuo, et al.
Published: (2022)

Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech
by: Szubert, Ida, et al.
Published: (2021)

A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation
by: Yuan, Li, et al.
Published: (2024)

Grounding LLM Reasoning with Knowledge Graphs
by: Amayuelas, Alfonso, et al.
Published: (2025)