Copertina

From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Arno, Henri, Rabaey, Paloma, Demeester, Thomas
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Clinical Reasoning over Tabular Data and Text with Bayesian Networks
di: Rabaey, Paloma, et al.
Pubblicazione: (2024)

Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Records
di: Arno, Henri, et al.
Pubblicazione: (2025)

SimSUM: Simulated Benchmark with Structured and Unstructured Medical Records
di: Rabaey, Paloma, et al.
Pubblicazione: (2024)

Patient-level Information Extraction by Consistent Integration of Textual and Tabular Evidence with Bayesian Networks
di: Rabaey, Paloma, et al.
Pubblicazione: (2025)

Efficient Text Encoders for Labor Market Analysis
di: Decorte, Jens-Joris, et al.
Pubblicazione: (2025)

Dynamic Expert-Guided Model Averaging for Causal Discovery
di: Tench, Adrick, et al.
Pubblicazione: (2026)

A Federated Learning Framework for Handling Subtype Confounding and Heterogeneity in Large-Scale Neuroimaging Diagnosis
di: Zhao, Xinglin, et al.
Pubblicazione: (2025)

Confounding Robust Deep Reinforcement Learning: A Causal Approach
di: Li, Mingxuan, et al.
Pubblicazione: (2025)

Rank-Learner: Orthogonal Ranking of Treatment Effects
di: Arno, Henri, et al.
Pubblicazione: (2026)

Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation
di: Melnychuk, Valentyn, et al.
Pubblicazione: (2023)

Model-Based Reinforcement Learning Under Confounding
di: Venkatesh, Nishanth, et al.
Pubblicazione: (2025)

Difficulty Estimation and Simplification of French Text Using LLMs
di: Jamet, Henri, et al.
Pubblicazione: (2024)

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images
di: Hallemeesch, Max, et al.
Pubblicazione: (2025)

Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
di: Zhang, Shilin, et al.
Pubblicazione: (2025)

A Method for Handling Negative Similarities in Explainable Graph Spectral Clustering of Text Documents -- Extended Version
di: Kłopotek, Mieczysław A., et al.
Pubblicazione: (2025)

From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset
di: Arno, Henri, et al.
Pubblicazione: (2024)

DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?
di: Jiao, Qirui, et al.
Pubblicazione: (2025)

From Internal Representations to Text Quality: A Geometric Approach to LLM Evaluation
di: Yusupov, Viacheslav, et al.
Pubblicazione: (2025)

ePC: Fast and Deep Predictive Coding for Digital Hardware
di: Goemaere, Cédric, et al.
Pubblicazione: (2025)

Hidden State Poisoning Attacks against Mamba-based Language Models
di: Mercier, Alexandre Le, et al.
Pubblicazione: (2026)

Evaluating NLP Embedding Models for Handling Science-Specific Symbolic Expressions in Student Texts
di: Bleckmann, Tom, et al.
Pubblicazione: (2025)

A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction
di: Walker, Nicholas Thomas, et al.
Pubblicazione: (2023)

Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection
di: Zhang, Ye, et al.
Pubblicazione: (2024)

GAMBIT: A Three-Mode Benchmark for Adversarial Robustness in Multi-Agent LLM Collectives
di: Mercier, Alexandre Le, et al.
Pubblicazione: (2026)

A Sentiment Analysis of Medical Text Based on Deep Learning
di: Chen, Yinan
Pubblicazione: (2024)

Causal Imitation Learning under Expert-Observable and Expert-Unobservable Confounding
di: Shao, Daqian, et al.
Pubblicazione: (2025)

In-Context Learning for Extreme Multi-Label Classification
di: D'Oosterlinck, Karel, et al.
Pubblicazione: (2024)

TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning
di: Hudi, Frederikus, et al.
Pubblicazione: (2025)

Text-Based Product Matching -- Semi-Supervised Clustering Approach
di: Martinek, Alicja, et al.
Pubblicazione: (2024)

Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
di: Hashem, Tahsina, et al.
Pubblicazione: (2023)

Learning to Generalize Unseen Domains via Multi-Source Meta Learning for Text Classification
di: Hu, Yuxuan, et al.
Pubblicazione: (2024)

Confounder Detection via Treatment Intent: A New Observational Study Design
di: Plecko, Drago, et al.
Pubblicazione: (2026)

Boosting Meta-Learning for Few-Shot Text Classification via Label-guided Distance Scaling
di: Gao, Yunlong, et al.
Pubblicazione: (2026)

MolTextNet: A Two-Million Molecule-Text Dataset for Multimodal Molecular Learning
di: Zhu, Yihan, et al.
Pubblicazione: (2025)

TextQuests: How Good are LLMs at Text-Based Video Games?
di: Phan, Long, et al.
Pubblicazione: (2025)

ClinText-SP and RigoBERTa Clinical: a new set of open resources for Spanish Clinical NLP
di: Subies, Guillem García, et al.
Pubblicazione: (2025)

Confounded Causal Imitation Learning with Instrumental Variables
di: Zeng, Yan, et al.
Pubblicazione: (2025)

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches
di: Yousefiramandi, Amirhossein, et al.
Pubblicazione: (2025)

A Full DAG Score-Based Algorithm for Learning Causal Bayesian Networks with Latent Confounders
di: Gonzales, Christophe, et al.
Pubblicazione: (2024)

A Recipe for Causal Graph Regression: Confounding Effects Revisited
di: Yin, Yujia, et al.
Pubblicazione: (2025)