Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Cited by (222)

Items 201–222 of 222

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  2. Causal Unbiased Feature Intervention for Open World Object Detection
    Jiaqi Zhao, Pingan Wang, Wen-Liang Du, Y Zhou, Rui Yao, Abdulmotaleb El Saddik · 2026 · IEEE Transactions on Multimedia
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    Wei Liu, Chao Peng, Pengfei Gao, Aofan Liu, Wei Zhang, Hantao Zhao, Zhi Gang Jin · 2026 · Proceedings of the ACM on software engineering.
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    Rahul Nadkarni, Yanai Elazar, Hila Gonen, Noah A. Smith · 2026 · Transactions of the Association for Computational Linguistics
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    Idrisa Kiryowa, V. Draguns, Mohamed Said Boulkrane · 2026 · Real-World Data & Evidence
  6. Causal Retrieval-Augmented Generation: ModifyingFake Correlations in AI-Driven Knowledge Systems through Algorithmic Nudging
    A.Jethose Vijayakumar, T. Rajendran, S. Ramkumar, Manikandan Rajagopal · 2026 · Research Square
  7. Outsmarting the Chameleon: Counterfactual Decoupling for Tactical OOD Shifts in Live Streaming Risk Assessment
    Yi-Ran Qiao, Jing Chen, Jiaqi Xu, Yang Liu, Qiwei Zhong, Xiang Ao · 2026 · Knowledge Discovery and Data Mining
  8. Using Natural Language Processing Technology to Explore the Semantic Evolution of "Textile" Related Words in Bamboo and Silk Manuscripts
    H. Wen, C. F. Li · 2026 · Advanced Electromagnetics
  9. Faithful detection of hallucinations in event extraction via causal intervention
    Lishan Yang, Changxin Rong, Lyuzhou Chen, Xiangyu Wang, Zhenchao Tao · 2026 · Knowledge-Based Systems
  10. MICLIN: Multimodal integrated causal and language-cue guided cross-modal inconsistency network for sarcasm detection
    Bengong Yu, Yue Li, Zhonghao Xi, Xianxian Zhao, Jun Wang, Chenyue Li · 2026 · Neurocomputing
  11. ELARA: A Framework for Empirical Legal Research with AI Agents
    Jonathan H. Choi · 2026 · SSRN Electronic Journal
  12. Accountable NLP for Evidence-Grounded Decision Briefings: A Critical Review and Evaluation Framework
    Jihoon Moon · 2026 · Computers, materials & continua/Computers, materials & continua (Print)
  13. Counterfactual Consistency in Deep Urban Thermal Modelling: Evaluating the Reliability of Model-Implied Tree-Cooling Effects
    Abdulrazzaq Shaamala, Tan Yiğitcanlar, Kien Nguyen, Clinton Fookes · 2026 · SSRN Electronic Journal
  14. Causal Inference with Corpus Mining for Analyzing Factors Affecting English Translation Dissemination of Huxiang Culture
    Jianjia Zhang · 2026 · International Conference on Machine Learning, Natural Language Processing and Modeling
  15. Bridging trust and performance in intelligent systems: Hybrid explainable AI approaches for interpreting large language models
    Arul Selvam P, Tamije Selvy P · 2026 · PLoS ONE
  16. Epistemic Capabilities of Artificial Intelligence for Public Administration and Policy Research: A Framework for Scholarship in the Age of Intelligent Machines
    Yanto Chandra, Jianxiang Tan · 2026 · Policy Studies Journal
  17. Foreword to the Special Issue on The Foundations of Applied Statistics
    Ron S. Kenett, David M. Steinberg · 2026 · Applied Stochastic Models in Business and Industry
  18. Greenwashing detection using natural language processing uncovering deceptive green signaling and linguistic obfuscation
    Mochamad Fatchurrohman, M Irfana, Fajar Tenovita Sari · 2026 · Implementasi Manajemen & Kewirausahaan
  19. EMOTE: An Explainable and Reliability-Aware Framework for Conversational Emotion Recognition
    Supriya Nadiger, Tanuku Sai Karthik, Purohit Ghanshyam, Sunil Saumya · 2026 · SSRN Electronic Journal
  20. Benchmark evaluation of large language models for human versus AI perception on urban environment through street view images
    Siqin Wang, Zifu Wang, Xiao Huang, Lingbo Liu, Zhecheng Shi, Zongrong Li · 2026 · SSRN Electronic Journal
  21. A Systematic Analysis of Domain Adaptation Techniques for Cross-Lingual Biomedical Causal Relation Extraction
    Harry Michaels · 2026
  22. Causal Machine Learning Pipeline for Analyzing Effects of Parental Questioning in Dialogic Reading
    Md. Biplob Hosen, Md Osman Gani, Shuling Yang, Lujie Chen · 2026 · International Conference on Machine Learning and Applications