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    105 Documents (Long List) 
    CIKM 2023 Tutorial--Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings
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    2024-04-01 About
    [2401.09350] Foundations of Vector Retrieval
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    2024-01-18 About
    [2312.10997] Retrieval-Augmented Generation for Large Language Models: A Survey
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    2023-12-23 About
    📄 NeurIPS 2023 Primer - by Sebastian Ruder - NLP News
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    2023-12-03 About
    [2308.00081] Towards Semantically Enriched Embeddings for Knowledge Graph Completion
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    2023-08-02 About
    [2306.08302] Unifying Large Language Models and Knowledge Graphs: A Roadmap
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    2023-06-18 About
    Nirant sur Twitter : "1/ As vector databases continue raising funds, let's reevaluate the landscape. Scale is important, but FAISS did billion-vectors in 2017. What do we use them for? Private Search Engines..."
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    2023-04-08 About
    [2302.05019] A Comprehensive Survey on Automatic Knowledge Graph Construction
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    2023-02-15 About
    (((ل()(ل() 'yoav))))👾 sur Twitter : "there is this genre of papers that show you can train/tune only some subset of a network's weights, freezing the rest, and things still work as well as (or better than) full training/tuning..."
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    2023-02-15 About
    [2301.07014] Dataset Distillation: A Comprehensive Review
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    2023-01-23 About
    [2301.08210] Everything is Connected: Graph Neural Networks
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    2023-01-21 About
    Graph ML in 2023: The State of Affairs | by Michael Galkin | Towards Data Science
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    2023-01-03 About
    Machine learning for combinatorial optimization: A methodological tour d’horizon
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    2022-12-09 About
    [2011.06225] A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
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    2022-09-08 About
    [2010.00711] A Survey of the State of Explainable AI for Natural Language Processing
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    2022-09-08 About
    [2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks
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    2022-09-06 About
    [2009.00236] A Survey of Deep Active Learning
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    2022-09-06 About
    Active Learning: A Survey (C. Aggarwal 2014)
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    2022-09-06 About
    [2209.00099] Efficient Methods for Natural Language Processing: A Survey
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    2022-09-04 About
    Recent Advances in Language Model Fine-tuning (Feb 2021)
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    2022-09-02 About
    [2208.11857] Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey
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    2022-08-27 About
    Espèces menacées : les scientifiques en alerte | CNRS Le journal
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    2022-07-04 About
    Jean de Nyandwi sur Twitter : "Efficient Transformers: A Survey..."
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    2022-07-04 About
    A review of some techniques for inclusion of domain‐knowledge into deep neural networks
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    2022-05-19 About
    [2006.00632] Neural Unsupervised Domain Adaptation in NLP---A Survey
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    2022-03-30 About
    [2101.12294] Combining pre-trained language models and structured knowledge
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    2022-03-25 About
    Document Representation | SpringerLink
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    2022-03-10 About
    How to Build an Open-Domain Question Answering System?
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    2021-11-18 About
    Application of Self-Organizing Maps in Text Clustering: A Review | IntechOpen (2012)
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    2021-10-17 About
    [2107.12708] QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension
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    2021-08-06 About
    [2107.00676] A Primer on Pretrained Multilingual Language Models
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    2021-07-13 About
    [2010.06467] Pretrained Transformers for Text Ranking: BERT and Beyond
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    2021-07-09 About
    [2010.12309] A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
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    2021-07-06 About
    [2006.07264] Low-resource Languages: A Review of Past Work and Future Challenges
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    2021-07-06 About
    Contrastive Representation Learning
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    2021-06-04 About
    A review of conceptual clustering algorithms
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    2021-05-26 About
    A Survey of Text Clustering Algorithms - C. C. Aggarwal (2012)
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    2021-04-20 About
    [2011.02260] Graph Neural Networks in Recommender Systems: A Survey
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    2020-11-11 About
    [2010.05234] A Practical Guide to Graph Neural Networks
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    2020-10-15 About
    [2004.03705] Deep Learning Based Text Classification: A Comprehensive Review
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    2020-10-11 About
    [2005.03675] Machine Learning on Graphs: A Model and Comprehensive Taxonomy
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    2020-10-03 About
    Transfer Learning - Machine Learning's Next Frontier (2017)
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    2020-09-24 About
    [1911.02685] A Comprehensive Survey on Transfer Learning
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    2020-09-24 About
    Graph Representation Learning Book - Will Hamilton
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    2020-08-22 About
    A Study of multilabel text classification and the effect of label hierarchy (2015)
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    2020-08-15 About
    A survey of hierarchical classification across different application domains (2011)
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    2020-08-15 About
    A collection of 300+ survey papers on NLP and ML
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    2020-07-18 About
    [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 About
    [1910.12507] A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?
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    2020-05-04 About
    [2004.14843] Knowledge Graph Embeddings and Explainable AI
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    2020-05-04 About
    [2004.14545] Explainable Deep Learning: A Field Guide for the Uninitiated
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    2020-05-01 About
    A Comprehensive Survey of Knowledge Graph Embeddings with Literals: Techniques and Applications
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    2020-04-29 About
    Knowledge Graphs @ ICLR 2020 - Michael Galkin - Medium
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    2020-04-28 About
    [2004.10151] Experience Grounds Language
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    2020-04-22 About
    [2003.08271] Pre-trained Models for Natural Language Processing: A Survey
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    2020-03-19 About
    [2003.00330] Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
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    2020-03-15 About
    [2003.02320] Knowledge Graphs
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    2020-03-07 About
    [2002.12327] A Primer in BERTology: What we know about how BERT works
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    2020-02-28 About
    Contrastive Self-Supervised Learning | Ankesh Anand (2020)
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    2020-02-15 About
    10 ML & NLP Research Highlights of 2019
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    2020-01-06 About
    NLP Year in Review — 2019 - dair.ai - Medium
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    2020-01-05 About
    [1802.07569] Continual Lifelong Learning with Neural Networks: A Review
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    2020-01-01 About
    Document Embedding Techniques
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    2019-10-21 About
    [1808.02590] A Tutorial on Network Embeddings
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    2019-08-25 About
    The knowledge graph as the default data model for learning on heterogeneous knowledge (2017)
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    2019-08-22 About
    The State of Transfer Learning in NLP (2019)
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    2019-08-19 About
    Active Learning | Synthesis Lectures on Artificial Intelligence and Machine Learning (2012)
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    2019-08-07 About
    [1901.00596] A Comprehensive Survey on Graph Neural Networks
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    2019-07-15 About
    Knowledge Graphs: Technical Review
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    2019-07-15 About
    Weak Supervision: The New Programming Paradigm for Machine Learning
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    2019-06-28 About
    [1812.05944] A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Experiments
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    2019-06-18 About
    [1709.07604] A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
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    2019-05-29 About
    Virtual Knowledge Graphs: An Overview of Systems and Use Cases | MIT Press Journals (2019)
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    2019-05-28 About
    Knowledge Graph Embedding: A Survey of Approaches and Applications - IEEE (2017)
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    2019-05-27 About
    Knowledge extraction from unstructured texts | Tech Blog (2016)
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    2019-05-26 About
    🌻 The Best and Most Current of Modern Natural Language Processing
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    2019-05-23 About
    Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions. W Shen (2015)
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    2019-05-14 About
    [1812.09449] A Survey on Deep Learning for Named Entity Recognition
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    2019-04-24 About
    Active learning literature survey (2010)
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    2019-04-19 About
    Evaluating Solutions for Named Entity Recognition | Novetta.com (2018)
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    2019-04-11 About
    ReactJS vs Angular5 vs Vue.js — What to choose in 2018?
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    2019-03-04 About
    Patent finding using free search tools
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    2019-02-20 About
    The state-of-the-art on Intellectual Property Analytics (IPA) - ScienceDirect (2018)
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    2019-02-13 About
    Generalized Language Models
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    2019-02-10 About
    The major advancements in Deep Learning in 2018 | Tryolabs Blog
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    2018-12-20 About
    10 Exciting Ideas of 2018 in NLP
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    2018-12-19 About
    Easy-To-Read Summary of Important AI Research Papers of 2018
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    2018-12-05 About
    Advances in few-shot learning: a guided tour – Towards Data Science
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    2018-12-02 About
    On sentence representations, pt. 1: what can you fit into a single #$!%@*&% blog post? · Supernatural Language Processing
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    2018-11-27 About
    [1807.07984] Attention Models in Graphs: A Survey
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    2018-11-14 About
    Cost-Sensitive Boosting for Classification of Imbalanced Data (2007)
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    2018-10-27 About
    what are the pros and cons of the various unsupervised word and sentence/ document embedding models? - Quora
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    2018-08-19 About
    Text feature extraction based on deep learning: a review (2017)
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    2018-08-13 About
    Automatic Keyphrase Extraction: A Survey of the State of the Art (2014)
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    2018-08-10 About
    [1601.00670] Variational Inference: A Review for Statisticians
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    2018-08-07 About
    Evaluation of sentence embeddings in downstream and linguistic probing tasks
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    2018-06-27 About
    2017 Deloitte State of Cognitive Survey
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    2018-06-07 About
    [1805.04032] From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
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    2018-05-30 About
    The Current Best of Universal Word Embeddings and Sentence Embeddings (2018)
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    2018-05-30 About
    Comparing Sentence Similarity Methods
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    2018-05-25 About
    Named Entity Recognition: Milestone Papers, Models and Technologies (2017)
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    2018-05-20 About
    [1706.04902] A Survey Of Cross-lingual Word Embedding Models
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    2018-05-20 About
    57 Summaries of Machine Learning and NLP Research - Marek Rei
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    2018-01-17 About
    From Frequency to Meaning: Vector Space Models of Semantics (2010)
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    2017-07-10 About
    Understanding Convolutional Neural Networks for NLP | WildML
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    2015-11-08 About
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