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NeurIPS 2024 Workshop TRL Submissions
Sparsely Connected Layers for Financial Tabular Data
Mohammed Abdulrahman
,
Hui Chen
,
Yin WANG
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Towards Optimizing SQL Generation via LLM Routing
Mohammadhossein Malekpour
,
Nour Shaheen
,
Foutse Khomh
,
Amine Mhedhbi
Published: 21 Oct 2024, Last Modified: 05 Nov 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Learnable Numerical Input Normalization for Tabular Representation Learning based on B-splines
Min-Kook Suh
,
Moonjung Eo
,
Ye Seul Sim
,
Woohyung Lim
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Relational Data Generation with Graph Neural Networks and Latent Diffusion Models
Valter Hudovernik
Published: 10 Oct 2024, Last Modified: 15 Nov 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TABGEN-RAG: Iterative Retrieval for Tabular Data Generation with Large Language Models
Liancheng Fang
,
Aiwei Liu
,
Hengrui Zhang
,
Henry Peng Zou
,
Weizhi Zhang
,
Philip S. Yu
Published: 10 Oct 2024, Last Modified: 30 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
DynoClass: A Dynamic Table-Class Detection System Without the Need for Predefined Ontologies
Haonan Wang
,
Eugene Wu
,
Kechen Liu
,
Jiaxiang Liu
Published: 10 Oct 2024, Last Modified: 10 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
HySem: A context length optimized LLM pipeline for unstructured tabular extraction
Narayanan PP
,
Anantharaman Palacode Narayana Iyer
Published: 10 Oct 2024, Last Modified: 16 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
AGATa: Attention-Guided Augmentation for Tabular Data in Contrastive Learning
Moonjung Eo
,
Kyungeun Lee
,
Min-Kook Suh
,
Hye-Seung Cho
,
Ye Seul Sim
,
Woohyung Lim
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Towards Localization via Data Embedding for TabPFN
Mykhailo Koshil
,
Thomas Nagler
,
Matthias Feurer
,
Katharina Eggensperger
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TabDiff: a Unified Diffusion Model for Multi-Modal Tabular Data Generation
Juntong Shi
,
Minkai Xu
,
Harper Hua
,
Hengrui Zhang
,
Stefano Ermon
,
Jure Leskovec
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance
Niklas Wretblad
,
Oskar Holmström
,
Erik Larsson
,
Axel Wiksäter
,
Hjalmar Öhman
,
Oscar Söderlund
,
Ture Pontén
,
Martin Forsberg
,
Martin Sörme
,
Fredrik Heintz
Published: 10 Oct 2024, Last Modified: 29 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Towards Agentic Schema Refinement
Agapi Rissaki
,
Ilias Fountalis
,
Nikolaos Vasiloglou
,
Wolfgang Gatterbauer
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
GAMformer: Exploring In-Context Learning for Generalized Additive Models
Andreas C Mueller
,
Julien Siems
,
Harsha Nori
,
David Salinas
,
Arber Zela
,
Rich Caruana
,
Frank Hutter
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Benchmarking table comprehension in the wild
Yikang Pan
,
Yi Zhu
,
Rand Xie
,
Yizhi Liu
Published: 10 Oct 2024, Last Modified: 30 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Scaling Generative Tabular Learning for Large Language Models
Yiming Sun
,
Xumeng Wen
,
Shun Zheng
,
Xiaowei Jia
,
Jiang Bian
Published: 10 Oct 2024, Last Modified: 07 Nov 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Enhancing Biomedical Schema Matching with LLM-based Training Data Generation
Yurong Liu
,
Aécio Santos
,
Eduardo H. M. Pena
,
Roque Lopez
,
Eden Wu
,
Juliana Freire
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng
,
Wonjun Kang
,
Andreas C Mueller
Published: 10 Oct 2024, Last Modified: 30 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
SynQL: Synthetic Data Generation for In-Domain, Low-Resource Text-to-SQL Parsing
Denver Baumgartner
,
Tomasz Kornuta
Published: 10 Oct 2024, Last Modified: 28 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Predictions on Clinical Tabular Data
Sazan Mahbub
,
Caleb Ellington
,
Sina Alinejad
,
Kevin Wen
,
Yingtao Luo
,
Ben Lengerich
,
Eric P. Xing
Published: 10 Oct 2024, Last Modified: 19 Nov 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TARGET: Benchmarking Table Retrieval for Generative Tasks
Xingyu Ji
,
Aditya Parameswaran
,
Madelon Hulsebos
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Expertise-Centric Prompting Framework for Financial Tabular Data Generation using Pre-trained Large Language Models
Subin Kim
,
Jungmin Son
,
Minyoung Jung
,
Youngjun Kwak
Published: 10 Oct 2024, Last Modified: 05 Dec 2024
TRL @ NeurIPS 2024 Oral
Readers:
Everyone
Unlearning Tabular Data Without a "Forget Set''
Aviraj Newatia
,
Michael Cooper
,
Rahul Krishnan
Published: 10 Oct 2024, Last Modified: 31 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Scalable Representation Learning for Multimodal Tabular Transactions
Natraj Raman
,
Sumitra Ganesh
,
Manuela Veloso
Published: 10 Oct 2024, Last Modified: 26 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
On Short Textual Value Column Representation Using Symbol Level Language Models
Ron Begleiter
,
Nathan Roll
Published: 10 Oct 2024, Last Modified: 26 Oct 2024
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Large Language Models Engineer Too Many Simple Features for Tabular Data
Jaris Küken
,
Lennart Purucker
,
Frank Hutter
Published: 10 Oct 2024, Last Modified: 30 Nov 2024
TRL @ NeurIPS 2024 Oral
Readers:
Everyone
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