Research graph
References from Empowering Large Language Models for Relational Data Cleaning and Integration. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/icdm.2010.127
10.1109/icdm.2010.127 · External reference
10.26599/bdma.2022.9020009
10.26599/bdma.2022.9020009 · External reference
10.26599/bdma.2022.9020033
10.26599/bdma.2022.9020033 · External reference
GraphCare: Enhancing healthcare predictions with personalized knowledge graphs
2023 · External reference
TPLLM : A traffic prediction framework based on pretrained Large Language Models
2024 · External reference
10.1109/tnnls.2022.3229161
10.1109/tnnls.2022.3229161 · External reference
10.26599/bdma.2021.9020028
10.26599/bdma.2021.9020028 · External reference
10.14778/2994509.2994518
10.14778/2994509.2994518 · External reference
Unresolved reference
2012 · External reference
10.1145/3318464.3389726
10.1145/3318464.3389726 · External reference
10.14778/3352063.3352108
10.14778/3352063.3352108 · External reference
10.1080/00031305.1992.10475879
10.1080/00031305.1992.10475879 · External reference
10.1016/j.artmed.2010.05.002
10.1016/j.artmed.2010.05.002 · External reference
10.1093/bioinformatics/btr597
10.1093/bioinformatics/btr597 · External reference
10.1145/2939672.2939785
10.1145/2939672.2939785 · External reference
10.1109/icde51399.2021.00013
10.1109/icde51399.2021.00013 · External reference
Language models are few-shot learners
External reference
LLaMA: Open and efficient foundation language models
2023 · External reference
10.14778/3611479.3611527
10.14778/3611479.3611527 · External reference
10.14778/3574245.3574258
10.14778/3574245.3574258 · External reference
10.48550/arxiv.1706.03762
10.48550/arxiv.1706.03762 · External reference
Grounding language models to images for multimodal inputs and outputs
2023 · External reference
10.1145/3654979
10.1145/3654979 · External reference
10.18653/v1/2024.naacl-long.335
10.18653/v1/2024.naacl-long.335 · External reference
A survey of large language models
2023 · External reference
PaLM: Scaling language modeling with pathways
2023 · External reference
Galactica: A large language model for science
2022 · External reference
Parameter-efficient transfer learning for NLP
External reference
10.18653/v1/2021.acllong.353
10.18653/v1/2021.acllong.353 · External reference
LoRA: Low-rank adaptation of large language models
2021 · External reference
10.1609/aaai.v35i8.16826
10.1609/aaai.v35i8.16826 · External reference
TabTransformer: Tabular data modeling using contextual embeddings
2020 · External reference
10.18653/v1/2020.acl-main.745
10.18653/v1/2020.acl-main.745 · External reference
10.18653/v1/2021.naacl-main.270
10.18653/v1/2021.naacl-main.270 · External reference
10.14778/1687627.1687674
10.14778/1687627.1687674 · External reference
10.1145/3035918.3058739
10.1145/3035918.3058739 · External reference
10.14778/2994509.2994535
10.14778/2994509.2994535 · External reference
10.1109/icdm.2006.65
10.1109/icdm.2006.65 · External reference
10.1145/2588555.2588576
10.1145/2588555.2588576 · External reference
10.26599/bdma.2023.9020001
10.26599/bdma.2023.9020001 · External reference
10.14778/3236187.3236198
10.14778/3236187.3236198 · External reference
10.14778/3407790.3407793
10.14778/3407790.3407793 · External reference
BERT: Pretraining of deep bidirectional transformers for language understanding
External reference
10.14778/3421424.3421431
10.14778/3421424.3421431 · External reference
10.14778/3476249.3476294
10.14778/3476249.3476294 · External reference
10.1162/tacl_a_00051
10.1162/tacl_a_00051 · External reference
Annotating columns with pretrained language models
External reference
Entity matching using large language models
2023 · External reference
Finetuned language models are zero-shot learners
2021 · External reference
10.1145/3582688
10.1145/3582688 · External reference
10.1109/tnnls.2021.3084733
10.1109/tnnls.2021.3084733 · External reference
10.52202/068431-1800
10.52202/068431-1800 · External reference
10.52202/075280-0517
10.52202/075280-0517 · External reference
Towards parameter-efficient automation of data wrangling tasks with prefix-tuning
2022 · External reference
10.18653/v1/2023.acl-industry.18
10.18653/v1/2023.acl-industry.18 · External reference
10.18653/v1/2022.emnlp-main.39
10.18653/v1/2022.emnlp-main.39 · External reference
10.1145/3542700.3542709
10.1145/3542700.3542709 · External reference
10.1109/icpr.2004.1334065
10.1109/icpr.2004.1334065 · External reference
10.1007/978-3-540-79299-4_7
10.1007/978-3-540-79299-4_7 · External reference
10.14778/3137628.3137631
10.14778/3137628.3137631 · External reference
Attention-based learning for missing data imputation in HoloClean
External reference
