conftrace_

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226 papers

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large language model (13587) question answering (2963) code generation (746) table question answering (121) table understanding (132) representation learning (6206) synthetic data generation (590) few-shot learning (3398) zero-shot learning (3650) neural network (6616)

Papers

Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023
Data Imputation with Iterative Graph Reconstruction AAAI 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NIPS 2023
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NIPS 2023
Benchmarking Distribution Shift in Tabular Data with TableShift NIPS 2023
Compressing Tabular Data via Latent Variable Estimation ICML 2023
Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract) IJCAI 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
Towards Explaining Distribution Shifts ICML 2023
Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D MRI and Tabular Clinical Data MIDL 2023
An Inductive Bias for Tabular Deep Learning NIPS 2023
TabMT: Generating tabular data with masked transformers NIPS 2023
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023
EGG-GAE: scalable graph neural networks for tabular data imputation AISTATS 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023
On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data NIPS 2023
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NIPS 2023
Language Models are Weak Learners NIPS 2023
Synthcity: a benchmark framework for diverse use cases of tabular synthetic data NIPS 2023
TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023
Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer ACML 2023
TabLeak: Tabular Data Leakage in Federated Learning ICML 2023
Trompt: Towards a Better Deep Neural Network for Tabular Data ICML 2023
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023