Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Allu, Uday, Ahmed, Biddwan, Tripathi, Vishesh |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
The Instruction Gap: LLMs get lost in Following Instruction
por: Tripathi, Vishesh, et al.
Publicado: (2025)
por: Tripathi, Vishesh, et al.
Publicado: (2025)
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
por: Tripathi, Vishesh, et al.
Publicado: (2025)
por: Tripathi, Vishesh, et al.
Publicado: (2025)
Komodo: A Linguistic Expedition into Indonesia's Regional Languages
por: Owen, Louis, et al.
Publicado: (2024)
por: Owen, Louis, et al.
Publicado: (2024)
Mathematical Derivation Graphs: A Relation Extraction Task in STEM Manuscripts
por: Prasad, Vishesh, et al.
Publicado: (2024)
por: Prasad, Vishesh, et al.
Publicado: (2024)
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding
por: Bi, Bokang, et al.
Publicado: (2024)
por: Bi, Bokang, et al.
Publicado: (2024)
Elephants Never Forget: Testing Language Models for Memorization of Tabular Data
por: Bordt, Sebastian, et al.
Publicado: (2024)
por: Bordt, Sebastian, et al.
Publicado: (2024)
Towards Universal Debiasing for Language Models-based Tabular Data Generation
por: Li, Tianchun, et al.
Publicado: (2025)
por: Li, Tianchun, et al.
Publicado: (2025)
TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields
por: Arazi, Alan, et al.
Publicado: (2025)
por: Arazi, Alan, et al.
Publicado: (2025)
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis
por: An, Seunghwan, et al.
Publicado: (2024)
por: An, Seunghwan, et al.
Publicado: (2024)
Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data
por: Bono, Carlo, et al.
Publicado: (2025)
por: Bono, Carlo, et al.
Publicado: (2025)
Transfer Learning of Tabular Data by Finetuning Large Language Models
por: Rabbani, Shourav B., et al.
Publicado: (2025)
por: Rabbani, Shourav B., et al.
Publicado: (2025)
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
por: Zhang, Zheyu, et al.
Publicado: (2025)
por: Zhang, Zheyu, et al.
Publicado: (2025)
Large Scale Transfer Learning for Tabular Data via Language Modeling
por: Gardner, Josh, et al.
Publicado: (2024)
por: Gardner, Josh, et al.
Publicado: (2024)
Differentially Private Tabular Data Synthesis using Large Language Models
por: Tran, Toan V., et al.
Publicado: (2024)
por: Tran, Toan V., et al.
Publicado: (2024)
Making Pre-trained Language Models Great on Tabular Prediction
por: Yan, Jiahuan, et al.
Publicado: (2024)
por: Yan, Jiahuan, et al.
Publicado: (2024)
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification
por: Shi, Ruxue, et al.
Publicado: (2025)
por: Shi, Ruxue, et al.
Publicado: (2025)
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation
por: Li, Hao, et al.
Publicado: (2024)
por: Li, Hao, et al.
Publicado: (2024)
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models
por: Bordt, Sebastian, et al.
Publicado: (2024)
por: Bordt, Sebastian, et al.
Publicado: (2024)
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
por: Cromp, Sonia, et al.
Publicado: (2025)
por: Cromp, Sonia, et al.
Publicado: (2025)
Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems
por: Allu, Uday, et al.
Publicado: (2026)
por: Allu, Uday, et al.
Publicado: (2026)
Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text
por: Neuberger, Julian, et al.
Publicado: (2023)
por: Neuberger, Julian, et al.
Publicado: (2023)
An Automatic Prompt Generation System for Tabular Data Tasks
por: Akella, Ashlesha, et al.
Publicado: (2024)
por: Akella, Ashlesha, et al.
Publicado: (2024)
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
por: Liu, Yanchen, et al.
Publicado: (2023)
por: Liu, Yanchen, et al.
Publicado: (2023)
Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS
por: Susladkar, Onkar Kishor, et al.
Publicado: (2024)
por: Susladkar, Onkar Kishor, et al.
Publicado: (2024)
Efficient Alignment of Large Language Models via Data Sampling
por: Khera, Amrit, et al.
Publicado: (2024)
por: Khera, Amrit, et al.
Publicado: (2024)
Independence Tests for Language Models
por: Zhu, Sally, et al.
Publicado: (2025)
por: Zhu, Sally, et al.
Publicado: (2025)
Prompting Large Language Models for Clinical Temporal Relation Extraction
por: He, Jianping, et al.
Publicado: (2024)
por: He, Jianping, et al.
Publicado: (2024)
IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data
por: Feng, Tao, et al.
Publicado: (2025)
por: Feng, Tao, et al.
Publicado: (2025)
Language Model-Driven Data Pruning Enables Efficient Active Learning
por: Azeemi, Abdul Hameed, et al.
Publicado: (2024)
por: Azeemi, Abdul Hameed, et al.
Publicado: (2024)
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language
por: Plum, Alistair, et al.
Publicado: (2024)
por: Plum, Alistair, et al.
Publicado: (2024)
On the Effectiveness of Membership Inference in Targeted Data Extraction from Large Language Models
por: Sahili, Ali Al, et al.
Publicado: (2025)
por: Sahili, Ali Al, et al.
Publicado: (2025)
Small Models are LLM Knowledge Triggers on Medical Tabular Prediction
por: Yan, Jiahuan, et al.
Publicado: (2024)
por: Yan, Jiahuan, et al.
Publicado: (2024)
O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model
por: Gupta, Rishi, et al.
Publicado: (2025)
por: Gupta, Rishi, et al.
Publicado: (2025)
Scaling Beyond Masked Diffusion Language Models
por: Sahoo, Subham Sekhar, et al.
Publicado: (2026)
por: Sahoo, Subham Sekhar, et al.
Publicado: (2026)
Anomaly Detection of Tabular Data Using LLMs
por: Li, Aodong, et al.
Publicado: (2024)
por: Li, Aodong, et al.
Publicado: (2024)
ConfLayers: Adaptive Confidence-based Layer Skipping for Self-Speculative Decoding
por: Amer, Walaa, et al.
Publicado: (2026)
por: Amer, Walaa, et al.
Publicado: (2026)
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
por: Li, Zihao, et al.
Publicado: (2025)
por: Li, Zihao, et al.
Publicado: (2025)
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
por: Fu, Yonggan, et al.
Publicado: (2025)
por: Fu, Yonggan, et al.
Publicado: (2025)
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts
por: Christoph, Daniel, et al.
Publicado: (2025)
por: Christoph, Daniel, et al.
Publicado: (2025)
Human-LLM Collaborative Feature Engineering for Tabular Data
por: Li, Zhuoyan, et al.
Publicado: (2026)
por: Li, Zhuoyan, et al.
Publicado: (2026)
Ejemplares similares
-
The Instruction Gap: LLMs get lost in Following Instruction
por: Tripathi, Vishesh, et al.
Publicado: (2025) -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
por: Tripathi, Vishesh, et al.
Publicado: (2025) -
Komodo: A Linguistic Expedition into Indonesia's Regional Languages
por: Owen, Louis, et al.
Publicado: (2024) -
Mathematical Derivation Graphs: A Relation Extraction Task in STEM Manuscripts
por: Prasad, Vishesh, et al.
Publicado: (2024) -
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding
por: Bi, Bokang, et al.
Publicado: (2024)