Daniel Campos
University of Illinois at Urbana-Champaign
H-index: 14
North America-United States
Top articles of Daniel Campos
Using a Multi-Task-Trained Neural Network to Guide Interaction with a Query-Processing System via Useful Suggestions
2023/12/26
Overview of the TREC 2023 Product Product Search Track
arXiv preprint arXiv:2311.07861
2023/11/14
Daniel Campos
H-Index: 8
Surya Kallumadi
H-Index: 6
Compressing cross-lingual multi-task models at qualtrics
Proceedings of the AAAI Conference on Artificial Intelligence
2023/9/6
Efficient and robust web scale language model based retrieval, generation, and understanding
2023/7/13
Keyphase extraction beyond language modeling
2023/5/23
CAPOT: Creating Robust Dense Query Encoders using Post Training Contrastive Alignment
arXiv preprint arXiv:2304.03401
2023/4/6
Daniel Campos
H-Index: 8
Chengxiang Zhai
H-Index: 56
To asymmetry and beyond: Structured pruning of sequence to sequence models for improved inference efficiency
arXiv preprint arXiv:2304.02721
2023/4/5
Daniel Campos
H-Index: 8
Chengxiang Zhai
H-Index: 56
Noise-robust dense retrieval via contrastive alignment post training
arXiv e-prints
2023/4
Daniel Campos
H-Index: 8
Chengxiang Zhai
H-Index: 56
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval
arXiv preprint arXiv:2304.00114
2023/3/31
Daniel Campos
H-Index: 8
Chengxiang Zhai
H-Index: 56
Quick dense retrievers consume kale: Post training kullback leibler alignment of embeddings for asymmetrical dual encoders
arXiv preprint arXiv:2304.01016
2023/3/31
Daniel Campos
H-Index: 8
Chengxiang Zhai
H-Index: 56
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes
arXiv preprint arXiv:2303.17612
2023/3/30
Sparse* BERT: Sparse Models Generalize To New tasks and Domains
arXiv preprint arXiv:2205.12452
2022/5/25
The optimal bert surgeon: Scalable and accurate second-order pruning for large language models
arXiv preprint arXiv:2203.07259
2022/3/14
Keyphrase extraction beyond language modeling
2022/2/15
Fostering coopetition while plugging leaks: The design and implementation of the MS MARCO leaderboards
2022/7/6
IMG2SMI: translating molecular structure images to simplified molecular-input line-entry system
arXiv preprint arXiv:2109.04202
2021/9/3
Daniel Campos
H-Index: 8
Heng Ji
H-Index: 42
Curriculum learning for language modeling
arXiv preprint arXiv:2108.02170
2021/8/4
Daniel Campos
H-Index: 8
TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime
2021/7/11
Ms marco: Benchmarking ranking models in the large-data regime
2021/7/11
Significant improvements over the state of the art? a case study of the ms marco document ranking leaderboard
2021/7/11
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