Arxiv Doc AND Survey / Review
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44 Documents
[2401.09350] Foundations of Vector Retrieval
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2024-01-18 A propos
[2312.10997] Retrieval-Augmented Generation for Large Language Models: A Survey
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2023-12-23 A propos
[2308.00081] Towards Semantically Enriched Embeddings for Knowledge Graph Completion
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2023-08-02 A propos
[2306.08302] Unifying Large Language Models and Knowledge Graphs: A Roadmap
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2023-06-18 A propos
[2302.05019] A Comprehensive Survey on Automatic Knowledge Graph Construction
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2023-02-15 A propos
[2301.07014] Dataset Distillation: A Comprehensive Review
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2023-01-23 A propos
[2301.08210] Everything is Connected: Graph Neural Networks
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2023-01-21 A propos
[2011.06225] A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
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2022-09-08 A propos
[2010.00711] A Survey of the State of Explainable AI for Natural Language Processing
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2022-09-08 A propos
[2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks
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2022-09-06 A propos
[2009.00236] A Survey of Deep Active Learning
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2022-09-06 A propos
[2209.00099] Efficient Methods for Natural Language Processing: A Survey
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2022-09-04 A propos
[2208.11857] Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey
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2022-08-27 A propos
[2006.00632] Neural Unsupervised Domain Adaptation in NLP---A Survey
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2022-03-30 A propos
[2101.12294] Combining pre-trained language models and structured knowledge
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2022-03-25 A propos
[2107.12708] QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension
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2021-08-06 A propos
[2107.00676] A Primer on Pretrained Multilingual Language Models
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2021-07-13 A propos
[2010.06467] Pretrained Transformers for Text Ranking: BERT and Beyond
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2021-07-09 A propos
[2010.12309] A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
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2021-07-06 A propos
[2006.07264] Low-resource Languages: A Review of Past Work and Future Challenges
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2021-07-06 A propos
[2011.02260] Graph Neural Networks in Recommender Systems: A Survey
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2020-11-11 A propos
[2010.05234] A Practical Guide to Graph Neural Networks
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2020-10-15 A propos
[2004.03705] Deep Learning Based Text Classification: A Comprehensive Review
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2020-10-11 A propos
[2005.03675] Machine Learning on Graphs: A Model and Comprehensive Taxonomy
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2020-10-03 A propos
[1911.02685] A Comprehensive Survey on Transfer Learning
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2020-09-24 A propos
[2006.13365] Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework
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2020-06-26 A propos
[1910.12507] A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?
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2020-05-04 A propos
[2004.14843] Knowledge Graph Embeddings and Explainable AI
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2020-05-04 A propos
[2004.14545] Explainable Deep Learning: A Field Guide for the Uninitiated
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2020-05-01 A propos
[2004.10151] Experience Grounds Language
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2020-04-22 A propos
[2003.08271] Pre-trained Models for Natural Language Processing: A Survey
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2020-03-19 A propos
[2003.00330] Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
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2020-03-15 A propos
[2003.02320] Knowledge Graphs
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2020-03-07 A propos
[2002.12327] A Primer in BERTology: What we know about how BERT works
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2020-02-28 A propos
[1802.07569] Continual Lifelong Learning with Neural Networks: A Review
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2020-01-01 A propos
[1808.02590] A Tutorial on Network Embeddings
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2019-08-25 A propos
[1901.00596] A Comprehensive Survey on Graph Neural Networks
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2019-07-15 A propos
[1812.05944] A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Experiments
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2019-06-18 A propos
[1709.07604] A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
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2019-05-29 A propos
[1812.09449] A Survey on Deep Learning for Named Entity Recognition
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2019-04-24 A propos
[1807.07984] Attention Models in Graphs: A Survey
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2018-11-14 A propos
[1601.00670] Variational Inference: A Review for Statisticians
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2018-08-07 A propos
[1805.04032] From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
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2018-05-30 A propos
[1706.04902] A Survey Of Cross-lingual Word Embedding Models
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2018-05-20 A propos