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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

LBC: Language-Based-Classifier for Out-Of-Variable Generalization NAACL 2025
AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025
A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models COLING 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025
Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation AAAI 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025
Talent: A Tabular Analytics and Learning Toolbox JMLR 2025
Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models EMNLP 2025
Disentangling Tabular Data Towards Better One-Class Anomaly Detection AAAI 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025
SemEval-2025 Task 8: Question Answering over Tabular Data SEMEVAL 2025
LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025
RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning AACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NIPS 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024
Revisiting Multimodal Transformers for Tabular Data with Text Fields ACL 2024