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263 papers

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Co-occurring keywords · papers mentioning both

large language model (53) question answering (22) synthetic data generation (21) representation learning (19) code generation (17) data augmentation (13) multimodal learning (12) in-context learning (12) few-shot learning (12) table question answering (11)

Papers

Structural Deep Encoding for Table Question Answering ACL 2025 Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025 TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data SemEval 2025 TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation ICLR 2025 TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025 TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments ICML 2025 TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025 TabICL: A Tabular Foundation Model for In-Context Learning on Large Data ICML 2025 TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks ICLR 2025 Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025 TabWak: A Watermark for Tabular Diffusion Models ICLR 2025 TAEGAN: Revisit GANs for Tabular Data Generation ACML 2025 Talent: A Tabular Analytics and Learning Toolbox JMLR 2025 TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation AAAI 2025 T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data ICLR 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 Understanding and Mitigating Memorization in Diffusion Models for Tabular Data ICML 2025 Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation AAAI 2025 YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SemEval 2025 A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NeurIPS 2024