NLPExplorer

TRL - 2025

Total Papers:- 22

Total Papers accross all years:- 22

Total Citations :- 0

1 2 »

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning

Josefa Lia Stoisser | Marc Boubnovski Martell | Julien Fauqueur |

In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning

Mykhailo Koshil | Matthias Feurer | Katharina Eggensperger |

SQLong: Enhanced NL2SQL for Longer Contexts with LLMs

OrQA – Open Data Retrieval for Question Answering dataset generation

Giovanni Malaguti | Angelo Mozzillo | Giovanni Simonini |

Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges

Rudali Huidrom | Anya Belz |

Embeddings for Numerical Features Using tanh Activation

Bingyan Liu | Charles Elkan | Anil N. Hirani |

Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks

Allaa Boutaleb | Bernd Amann | Hubert Naacke | Rafael Angarita |

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data

RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering

Wei Zhou | Mohsen Mesgar | Heike Adel | Annemarie Friedrich |

R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks

Generating Synthetic Relational Tabular Data via Structural Causal Models

Frederik Hoppe | Astrid Franz | Lars Kleinemeier | Udo Göbel |

Improving Table Retrieval with Question Generation from Partial Tables

Hsing-Ping Liang | Che-Wei Chang | Yao-Chung Fan |

iTBLS: A Dataset of Interactive Conversations Over Tabular Information

Anirudh Sundar | Christopher Gordon Richardson | Larry Heck | Adar Avsian |

Retrieval-Augmented Forecasting with Tabular Time Series Data

Zichao Li |

How well do LLMs reason over tabular data, really?

Cornelius Wolff | Madelon Hulsebos |