A Variational Approach for Mitigating Entity Bias in Relation Extraction
Fuente:
arXiv
Saved in:
| Main Authors: | Mensah, Samuel, Kochkina, Elena, Magomere, Jabez, Sain, Joy Prakash, Kaur, Simerjot, Smiley, Charese |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
by: Magomere, Jabez, et al.
Published: (2025)
by: Magomere, Jabez, et al.
Published: (2025)
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026)
by: Magomere, Jabez, et al.
Published: (2026)
Grounding LLM Reasoning with Knowledge Graphs
by: Amayuelas, Alfonso, et al.
Published: (2025)
by: Amayuelas, Alfonso, et al.
Published: (2025)
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline
by: Singh, Kuldeep, et al.
Published: (2024)
by: Singh, Kuldeep, et al.
Published: (2024)
Conservative Bias in Large Language Models: Measuring Relation Predictions
by: Aguda, Toyin, et al.
Published: (2025)
by: Aguda, Toyin, et al.
Published: (2025)
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency
by: Aguda, Toyin, et al.
Published: (2024)
by: Aguda, Toyin, et al.
Published: (2024)
Deep FinResearch Bench: Evaluating AI's Ability to Conduct Professional Financial Investment Research
by: Haque, Mirazul, et al.
Published: (2026)
by: Haque, Mirazul, et al.
Published: (2026)
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits
by: Magomere, Jabez, et al.
Published: (2025)
by: Magomere, Jabez, et al.
Published: (2025)
Scaling Crowdsourced Election Monitoring: Construction and Evaluation of Classification Models for Multilingual and Cross-Domain Classification Settings
by: Magomere, Jabez, et al.
Published: (2025)
by: Magomere, Jabez, et al.
Published: (2025)
AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation
by: Fons, Elizabeth, et al.
Published: (2025)
by: Fons, Elizabeth, et al.
Published: (2025)
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations
by: Wang, Yao, et al.
Published: (2024)
by: Wang, Yao, et al.
Published: (2024)
How Fragile is Relation Extraction under Entity Replacements?
by: Wang, Yiwei, et al.
Published: (2023)
by: Wang, Yiwei, et al.
Published: (2023)
An LLM + ASP Workflow for Joint Entity-Relation Extraction
by: Tran, Trang, et al.
Published: (2025)
by: Tran, Trang, et al.
Published: (2025)
EMBRE: Entity-aware Masking for Biomedical Relation Extraction
by: Li, Mingjie, et al.
Published: (2024)
by: Li, Mingjie, et al.
Published: (2024)
How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains
by: Khanmohammadi, Reza, et al.
Published: (2026)
by: Khanmohammadi, Reza, et al.
Published: (2026)
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction
by: Cheng, Jian, et al.
Published: (2021)
by: Cheng, Jian, et al.
Published: (2021)
Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking
by: Khanmohammadi, Reza, et al.
Published: (2026)
by: Khanmohammadi, Reza, et al.
Published: (2026)
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)
by: Zaratiana, Urchade, et al.
Published: (2024)
EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)
by: Zaratiana, Urchade, et al.
Published: (2024)
Hypertext Entity Extraction in Webpage
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation
by: Bhattarai, Kriti, et al.
Published: (2024)
by: Bhattarai, Kriti, et al.
Published: (2024)
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction
by: Zaratiana, Urchade, et al.
Published: (2024)
by: Zaratiana, Urchade, et al.
Published: (2024)
Calibrating LLM Confidence by Probing Perturbed Representation Stability
by: Khanmohammadi, Reza, et al.
Published: (2025)
by: Khanmohammadi, Reza, et al.
Published: (2025)
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy
by: Jiang, Guochao, et al.
Published: (2024)
by: Jiang, Guochao, et al.
Published: (2024)
RE$^2$: Region-Aware Relation Extraction from Visually Rich Documents
by: Ramu, Pritika, et al.
Published: (2023)
by: Ramu, Pritika, et al.
Published: (2023)
Summarization for Generative Relation Extraction in the Microbiome Domain
by: Khettari, Oumaima El, et al.
Published: (2025)
by: Khettari, Oumaima El, et al.
Published: (2025)
A Scalable Entity-Based Framework for Auditing Bias in LLMs
by: Elbouanani, Akram, et al.
Published: (2026)
by: Elbouanani, Akram, et al.
Published: (2026)
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
by: Xu, Ziyang, et al.
Published: (2024)
by: Xu, Ziyang, et al.
Published: (2024)
Tracing Partisan Bias to Its Emotional Fingerprints: A Computational Approach to Mitigation
by: Liu, Junjie, et al.
Published: (2025)
by: Liu, Junjie, et al.
Published: (2025)
Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach
by: Shirafuji, Daiki, et al.
Published: (2024)
by: Shirafuji, Daiki, et al.
Published: (2024)
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
by: Orlando, Riccardo, et al.
Published: (2024)
by: Orlando, Riccardo, et al.
Published: (2024)
Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model
by: Yuan, Li, et al.
Published: (2024)
by: Yuan, Li, et al.
Published: (2024)
The Joint Entity-Relation Extraction Model Based on Span and Interactive Fusion Representation for Chinese Medical Texts with Complex Semantics
by: Feng, Danni, et al.
Published: (2025)
by: Feng, Danni, et al.
Published: (2025)
Mitigating Extrinsic Gender Bias for Bangla Classification Tasks
by: Joy, Sajib Kumar Saha, et al.
Published: (2024)
by: Joy, Sajib Kumar Saha, et al.
Published: (2024)
Identifying Multiple Personalities in Large Language Models with External Evaluation
by: Song, Xiaoyang, et al.
Published: (2024)
by: Song, Xiaoyang, et al.
Published: (2024)
Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces
by: Lugoloobi, William, et al.
Published: (2026)
by: Lugoloobi, William, et al.
Published: (2026)
Conformal Prediction for Risk-Controlled Medical Entity Extraction Across Clinical Domains
by: Shrestha, Manil, et al.
Published: (2026)
by: Shrestha, Manil, et al.
Published: (2026)
Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning
by: Wu, Xuyang, et al.
Published: (2025)
by: Wu, Xuyang, et al.
Published: (2025)
Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts
by: Yoon, Soojin, et al.
Published: (2024)
by: Yoon, Soojin, et al.
Published: (2024)
Similar Items
-
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
by: Magomere, Jabez, et al.
Published: (2025) -
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026) -
Grounding LLM Reasoning with Knowledge Graphs
by: Amayuelas, Alfonso, et al.
Published: (2025) -
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline
by: Singh, Kuldeep, et al.
Published: (2024) -
Conservative Bias in Large Language Models: Measuring Relation Predictions
by: Aguda, Toyin, et al.
Published: (2025)