Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation | Paper Citation Record

Observation 8197bafa-d0d9-4971-a153-6a36baf34176 · outbound

This paper cites Improved algorithms for linear stochastic bandits.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Improved algorithms for linear stochastic bandits

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.336151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f704bc7-b80e-498a-bf17-7b31c5c136b3 · outbound

This paper cites Alaa and Mihaela van der Schaar.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Alaa and Mihaela van der Schaar

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.341556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 033bed1f-8aef-4050-9b14-fe95b30cbfe6 · outbound

This paper cites Uncertainty- based offline reinforcement learning with diversified Q-ensemble.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Uncertainty- based offline reinforcement learning with diversified Q-ensemble

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.346805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696ef70c-8b71-4367-9178-dd94e4265308 · outbound

This paper cites Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.352943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59da51b5-1dd0-412f-a304-2089c1c21862 · outbound

This paper cites LLM-driven causal discovery via harmonized prior.IEEE Transactions on Knowledge and Data Engineering, 2025.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation LLM-driven causal discovery via harmonized prior.IEEE Transactions on Knowledge and Data Engineering, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.359522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa28ef0c-f200-47c8-aae1-0b9a1f89a589 · outbound

This paper cites Weight uncertainty in neural networks.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Weight uncertainty in neural networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.366204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a39eb9-8053-4c7b-9e31-2303ec9d4d0d · outbound

This paper cites Chen, Rohit Bhattacharya, and Katherine A.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Chen, Rohit Bhattacharya, and Katherine A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.374977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 421416e0-a85a-4dbf-8509-7061acc0c832 · outbound

This paper cites Unveiling causal reasoning in large language models: Reality or mirage? InAdvances in Neural Information Processing Systems, volume 37, 2024.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unveiling causal reasoning in large language models: Reality or mirage? InAdvances in Neural Information Processing Systems, volume 37, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.382867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af29812-fc2a-4859-b1db-71e2e48c45b4 · outbound

This paper cites Krishnan, and Chris J.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Krishnan, and Chris J

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.392559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66745b5-5054-4e64-a131-ab68616d79ae · outbound

This paper cites Causal discovery through synergizing large language model and data-driven reasoning.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Causal discovery through synergizing large language model and data-driven reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.404131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42ad967-6c91-4f22-a599-6d1417016525 · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.414357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e667001-6419-41b3-a849-2ad1feb2acc5 · outbound

This paper cites Learning disentangled representations for counterfactual regression.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Learning disentangled representations for counterfactual regression

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.428035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5699297-290b-4f7c-8593-8b12e8c9d15e · outbound

This paper cites Improving treatment effect estimation with llm-based data augmentation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Improving treatment effect estimation with llm-based data augmentation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.437319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7baaeb9b-b3ac-46af-aa3e-7baba00b86b2 · outbound

This paper cites Imbens and Donald B.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Imbens and Donald B

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.449064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6e7a6e-6c0d-4ef2-8f3a-ad182b2f6e22 · outbound

This paper cites Identifying causal- effect inference failure with uncertainty-aware models.Advances in Neural Information Processing Systems, 33:11637–11649, 2020.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Identifying causal- effect inference failure with uncertainty-aware models.Advances in Neural Information Processing Systems, 33:11637–11649, 2020

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.461002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e39038-9c4f-4e96-aed5-b1b3df6db535 · outbound

This paper cites Cladder: Assessing causal reasoning in language models.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Cladder: Assessing causal reasoning in language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.485390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037a8b5f-949d-432a-ba60-f95435999ead · outbound

This paper cites What uncertainties do we need in bayesian deep learning for computer vision?Advances in neural information processing systems, 30, 2017.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation What uncertainties do we need in bayesian deep learning for computer vision?Advances in neural information processing systems, 30, 2017

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.638204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e936f90-7bc1-4ba9-8f76-ad355e4a5ff8 · outbound

This paper cites Varia- tional autoencoders and nonlinear ica: A unifying framework.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Varia- tional autoencoders and nonlinear ica: A unifying framework

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.761001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76a17c4-cc4b-4b9e-81c3-5bcfbc891000 · outbound

This paper cites Metalearners for estimating heterogeneous treatment effects using machine learning.Proceedings of the National Academy of Sciences, 116(10):4156–4165, 2019.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Metalearners for estimating heterogeneous treatment effects using machine learning.Proceedings of the National Academy of Sciences, 116(10):4156–4165, 2019

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.865862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b3b8c6-c877-45ac-8db1-2309f16ccb3f · outbound

This paper cites Causal Reasoning and Large Language Models: Opening a New Frontier for Causality.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:26.999408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9807c25f-da5a-41dc-9cf4-f985949a1f6a · outbound

This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles.Advances in neural information processing systems, 30, 2017.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Simple and scalable predictive uncertainty estimation using deep ensembles.Advances in neural information processing systems, 30, 2017

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.111707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a303b7e9-19d6-44db-8241-6ea3f680b085 · outbound

This paper cites Self-distilled disentangled learning for counterfactual prediction.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Self-distilled disentangled learning for counterfactual prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.274931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a152543-3d9d-44dc-8b7a-c4d6cd6011c1 · outbound

This paper cites Large language models and causal inference in collaboration: A comprehensive survey.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Large language models and causal inference in collaboration: A comprehensive survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.376466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bbea267-b6ba-4fd5-a8b2-a88eeb80124c · outbound

This paper cites Causal effect inference with deep latent-variable models.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Causal effect inference with deep latent-variable models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.380793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff9b957-cbde-4c7c-b5e1-8d1ef0e86e19 · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.384857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1372329a-128a-475a-b71f-2b215a725999 · outbound

This paper cites Deep Disentangled Representation Network for Treatment Effect Estimation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Deep Disentangled Representation Network for Treatment Effect Estimation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.389610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84774d33-bb8b-47fa-ae16-f324601f8b5a · outbound

This paper cites Quasi-oracle estimation of heterogeneous treat- ment effects.Biometrika, 108(2):299–319, 2021.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Quasi-oracle estimation of heterogeneous treat- ment effects.Biometrika, 108(2):299–319, 2021

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.393768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50d0a30-0e9c-4818-9d4d-00a6f33199ab · outbound

This paper cites A critical look at the consistency of causal estimation with deep latent variable models.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation A critical look at the consistency of causal estimation with deep latent variable models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.398124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14088521-4329-4cb1-a3b1-411e87f2c12e · outbound

This paper cites Rosenbaum and Donald B.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Rosenbaum and Donald B

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.402341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6f3293-8f49-431f-aeb4-cf0385e5adc0 · outbound

This paper cites Estimating individual treat- ment effect: generalization bounds and algorithms.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Estimating individual treat- ment effect: generalization bounds and algorithms

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.406758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c5487b-aa85-4c8d-9d09-eded93896659 · outbound

This paper cites Adapting neural networks for the estimation of treatment effects.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Adapting neural networks for the estimation of treatment effects

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.411122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f2594d-2501-4ea3-a468-222e58b63116 · outbound

This paper cites Improving data-driven heterogeneous treatment effect estimation under structure uncertainty.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Improving data-driven heterogeneous treatment effect estimation under structure uncertainty

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.415022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1780ec7-3d26-4d7c-97e0-773adc5607e7 · outbound

This paper cites DoubleLingo: Causal estimation with large language models.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation DoubleLingo: Causal estimation with large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.422963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32873242-6f16-4ea4-b92b-9876e47ac61e · outbound

This paper cites CE-RCFR: Robust counterfactual regression for consensus-enabled treatment effect estimation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation CE-RCFR: Robust counterfactual regression for consensus-enabled treatment effect estimation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.426730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657e70c8-05ed-4bdd-ba00-eff70bcb121a · outbound

This paper cites Treatment effect estimation with adjustment feature selection.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Treatment effect estimation with adjustment feature selection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.430984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b45e46b-6951-457e-af85-cb268a4095da · outbound

This paper cites Progressive generalization risk reduction for data-efficient causal effect estimation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Progressive generalization risk reduction for data-efficient causal effect estimation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.434879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a6e0e1-34e9-457f-8646-aae3ed073cc3 · outbound

This paper cites From supervised to generative: A novel paradigm for tabular deep learning with large language models.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation From supervised to generative: A novel paradigm for tabular deep learning with large language models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.438904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f25a34-8dc4-431f-a493-13cf868ac332 · outbound

This paper cites Learning decomposed representations for treatment effect estimation.IEEE Transactions on Knowledge and Data Engineering, 35(5):4989– 5001, 2023.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Learning decomposed representations for treatment effect estimation.IEEE Transactions on Knowledge and Data Engineering, 35(5):4989– 5001, 2023

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.447347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e7831c-8ff5-4f97-b8b3-f42f495ff0b5 · outbound

This paper cites 𝛽-intact-VAE: Identifying and estimat- ing causal effects under limited overlap.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation 𝛽-intact-VAE: Identifying and estimat- ing causal effects under limited overlap

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.451448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b78a919-2db4-40d0-8f21-70201db89ad9 · outbound

This paper cites Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.456257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ac5e0b-63bc-461a-8057-86a828d26d5a · outbound

This paper cites Neural contextual bandits with deep representation and shallow exploration.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Neural contextual bandits with deep representation and shallow exploration

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.460677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcfbbc86-fd38-4d95-b54b-5f4135e03d1d · outbound

This paper cites Causal inference with conditional front-door adjustment and identifiable variational autoencoder.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Causal inference with conditional front-door adjustment and identifiable variational autoencoder

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.464939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a218f36-8230-44d4-b766-19004853c1fd · outbound

This paper cites Treatment effect estimation with dis- entangled latent factors.Proceedings of the AAAI Conference on Artificial Intel- ligence, 35(12):10923–10930, May 2021.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Treatment effect estimation with dis- entangled latent factors.Proceedings of the AAAI Conference on Artificial Intel- ligence, 35(12):10923–10930, May 2021

Reference 43

Resolution: verified exact; doi, observed 2026-08-01T12:43:31.714403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1de501b9-9fd6-47e6-923a-b1c66043cf8a · outbound

This paper cites Lui, and Hang Li.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Lui, and Hang Li

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.473229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aeec8cc-b64f-441f-8b69-8a3f5d623be8 · outbound

This paper cites DESCN: Deep entire space cross networks for individual treatment effect estimation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation DESCN: Deep entire space cross networks for individual treatment effect estimation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.477715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8097e7b-4c6c-4418-b3f7-982a53882d02 · outbound

This paper cites Neural contextual bandits with UCB-based exploration.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Neural contextual bandits with UCB-based exploration

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.481763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8f0562-e156-4ce7-98ca-a297518ab3b1 · outbound

This paper cites Causal effect estimation with mixed latent confounders and post-treatment variables.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Causal effect estimation with mixed latent confounders and post-treatment variables

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.485592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4bdfc35-4679-4e12-95a2-e636be5a9ab5 · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.489936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78923274-5844-4157-9c13-457ef804c74e · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.494066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ba2c5f0-68e3-4418-b188-3584984cf275 · outbound

This paper cites [Goal] Compress these pre-existing confounders into a single representation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation [Goal] Compress these pre-existing confounders into a single representation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.498558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb15fe58-b304-45a1-8877-2010fb63079d · outbound

This paper cites 12 Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation 12 Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.503187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ed14ebd-0f44-4968-89fa-0226a686f849 · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.507280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d291dbb2-6163-4d7f-8cd1-f7858f0c3c1e · outbound

This paper cites [Goal] Compress these heterogeneity modifiers into a single representation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation [Goal] Compress these heterogeneity modifiers into a single representation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.511381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 392b7d7f-ef7c-499d-b184-ca4a862b1235 · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.515445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef38c35e-aea3-42c7-8b27-d15875faafd1 · outbound

This paper cites [Goal] Compress these heterogeneity modifiers into a single representation.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation [Goal] Compress these heterogeneity modifiers into a single representation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.525309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d300f9-e55e-4f31-b7cf-c294b301f8a2 · outbound

This paper cites This suggests a certain socio-economic standing but does not provide detailed information about income, education, or employment status.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation This suggests a certain socio-economic standing but does not provide detailed information about income, education, or employment status

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.533928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5354d751-460e-4da9-a92e-9f71013745fd · outbound

This paper cites However, as a new customer, they may still be relatively sensitive to new brand strategies or product changes.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation However, as a new customer, they may still be relatively sensitive to new brand strategies or product changes

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.538063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35deceb8-a5ee-4570-a060-7522c4a430e6 · outbound

This paper cites doi: 10.1145/3534678.3539444.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation doi: 10.1145/3534678.3539444

Reference 1797

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.419136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04293d30-442b-450c-a8e3-45b993d10432 · outbound

This paper cites an unresolved cited work.

Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T12:41:27.443235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers