Jens Lehmann

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All published works

Action	Title	Year	Authors
+ PDF Chat	BanglaQuAD: A Bengali Open-domain Question Answering Dataset	2024	Md Rashad Al Hasan Rony Sudipto Kumar Shaha Rakib Hasan Sumon Kanti Dey Amzad Hossain Rafi Amzad Hossain Rafi Ashraf Hasan Sirajee Jens Lehmann
+ PDF Chat	MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources	2024	Dongkyu Lee Chandana Satya Prakash Jack FitzGerald Jens Lehmann
+ PDF Chat	Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding	2024	Zheng Zhao Emilio Monti Jens Lehmann Haytham Assem
+ PDF Chat	REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking	2024	Nacime Bouziani Shubhi Tyagi Joseph A. Fisher Jens Lehmann Andrea Pierleoni
+ PDF Chat	Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?	2024	Alexander Arno Weber Klaudia Thellmann Jan Ebert Nicolas Flores-Herr Jens Lehmann Michael Fromm Mehdi Ali
+ PDF Chat	REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking	2024	Nacime Bouziani Shubhi Tyagi Joseph A. Fisher Jens Lehmann Andrea Pierleoni
+ PDF Chat	Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding	2024	Zheng Zhao Emilio Monti Jens Lehmann Haytham Assem
+ PDF Chat	MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources	2024	Dongkyu Lee Chandana Satya Prakash Jack FitzGerald Jens Lehmann
+	A Study of LFT Embeddings in the Second Order Clifford Algebra <i>Cl</i>(R<sup>2,0</sup>)	2024	Kossi Amouzouvi Sahar Vahdati Bowen Song Bernard Oduoku Bainson Nur A Zarin Nishat Jens Lehmann
+	Direct Fact Retrieval from Knowledge Graphs without Entity Linking	2023	Jinheon Baek Alham Fikri Aji Jens Lehmann Sung Ju Hwang
+	Direct Fact Retrieval from Knowledge Graphs without Entity Linking	2023	Jinheon Baek Alham Fikri Aji Jens Lehmann Sung Ju Hwang
+ PDF Chat	LEMON: LanguagE MOdel for Negative Sampling of Knowledge Graph Embeddings	2022	Md Rashad Al Hasan Rony Mirza Mohtashim Alam Semab Ali Qasid Saleem Jens Lehmann Sahar Vahdati
+ PDF Chat	Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs	2022	Endri Kacupaj Kuldeep Singh Maria Maleshkova Jens Lehmann
+	Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion	2022	Chengjin Xu Mojtaba Nayyeri Yung-Yu Chen Jens Lehmann
+	RoMe: A Robust Metric for Evaluating Natural Language Generation	2022	Md Rashad Al Hasan Rony Liubov Kovriguina Debanjan Chaudhuri Ricardo Usbeck Jens Lehmann
+	DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation	2022	Md Rashad Al Hasan Rony Ricardo Usbeck Jens Lehmann
+	LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings	2022	Mirza Mohtashim Alam Md Rashad Al Hasan Rony Semab Ali Jens Lehmann Sahar Vahdati
+	Transformer with Tree-order Encoding for Neural Program Generation	2022	Klaudia-Doris Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann
+ PDF Chat	RoMe: A Robust Metric for Evaluating Natural Language Generation	2022	Md Rashad Al Hasan Rony Liubov Kovriguina Debanjan Chaudhuri Ricardo Usbeck Jens Lehmann
+ PDF Chat	DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation	2022	Md Rashad Al Hasan Rony Ricardo Usbeck Jens Lehmann
+	Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces	2022	Mojtaba Nayyeri Zihao Wang Mst. Mahfuja Akter Mirza Mohtashim Alam Md Rashad Al Hasan Rony Jens Lehmann Steffen Staab
+	An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs	2022	Endri Kacupaj Kuldeep Singh Maria Maleshkova Jens Lehmann
+	Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs	2022	Endri Kacupaj Kuldeep Singh Maria Maleshkova Jens Lehmann
+ PDF Chat	Semantic Answer Type and Relation Prediction Task (SMART 2021)	2021	Nandana Mihindukulasooriya Mohnish Dubey Alfio Gliozzo Jens Lehmann Axel-Cyrille Ngonga Ngomo Ricardo Usbeck Gaetano Rossiello Uttam Kumar
+ PDF Chat	Survey on English Entity Linking on Wikidata	2021	Cedric Möller Jens Lehmann Ricardo Usbeck
+ PDF Chat	Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework	2021	Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann
+ PDF Chat	LogicENN: A Neural Based Knowledge Graphs Embedding Model With Logical Rules	2021	Mojtaba Nayyeri Chengjin Xu Mirza Mohtashim Alam Jens Lehmann Hamed Shariat Yazdi
+ PDF Chat	Geolog: Scalable Logic Programming on Spatial Data	2021	Tobias Grubenmann Jens Lehmann
+ PDF Chat	Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings	2021	Chengjin Xu Mojtaba Nayyeri Sahar Vahdati Jens Lehmann
+ PDF Chat	GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval	2021	Golsa Tahmasebzadeh Endri Kacupaj Eric Müller-Budack Sherzod Hakimov Jens Lehmann Ralph Ewerth
+	VOGUE: Answer Verbalization through Multi-Task Learning	2021	Endri Kacupaj Shyamnath Premnadh Kuldeep Singh Jens Lehmann Maria Maleshkova
+ PDF Chat	Trans4E: Link prediction on scholarly knowledge graphs	2021	Mojtaba Nayyeri Gokce Muge Cil Sahar Vahdati Francesco Osborne Mahfuzur Rahman Simone Angioni Angelo A. Salatino Diego Reforgiato Recupero Nadezhda Vassilyeva Enrico Motta
+	VANiLLa : Verbalized Answers in Natural Language at Large Scale.	2021	Debanjali Biswas Mohnish Dubey Md Rashad Al Hasan Rony Jens Lehmann
+ PDF Chat	5* Knowledge Graph Embeddings with Projective Transformations	2021	Mojtaba Nayyeri Sahar Vahdati Can Aykul Jens Lehmann
+	Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings.	2021	Chengjin Xu Mojtaba Nayyeri Sahar Vahdati Jens Lehmann
+	Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks	2021	Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann Maria Maleshkova
+	Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers	2021	Debanjan Chaudhuri Rashad Al Hasan Rony Jens Lehmann
+	Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs.	2021	Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann
+	ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation	2021	Endri Kacupaj Barshana Banerjee Kuldeep Singh Jens Lehmann
+	CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata.	2021	Manoj Prabhakar Kannan Ravi Kuldeep Singh Isaiah Onando Mulang Saeedeh Shekarpour Johannes Hoffart Jens Lehmann
+ PDF Chat	No One is Perfect: Analysing the Performance of Question Answering Components Over the Dbpedia Knowledge Graph	2021	Kuldeep Singh Ioanna Lytra Arun Sethupat Radhakrishna Saeedeh Shekarpour María-Esther Vidal Jens Lehmann
+	Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks	2021	Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann Maria Maleshkova
+	CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata	2021	Manoj Prabhakar Kannan Ravi Kuldeep Singh Isaiah Onando Mulang Saeedeh Shekarpour Johannes Hoffart Jens Lehmann
+ PDF Chat	ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation	2021	Endri Kacupaj Barshana Banerjee Kuldeep Singh Jens Lehmann
+ PDF Chat	Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers	2021	Debanjan Chaudhuri Md Rashad Al Hasan Rony Jens Lehmann
+ PDF Chat	Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs	2021	Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann
+ PDF Chat	Improving Inductive Link Prediction Using Hyper-relational Facts	2021	Mehdi Ali Max Berrendorf Mikhail Galkin Veronika Thost Tengfei Ma Volker Tresp Jens Lehmann
+ PDF Chat	VOGUE: Answer Verbalization Through Multi-Task Learning	2021	Endri Kacupaj Shyamnath Premnadh Kuldeep Singh Jens Lehmann Maria Maleshkova
+ PDF Chat	Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs	2021	Chengjin Xu Fenglong Su Jens Lehmann
+	Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings	2021	Chengjin Xu Mojtaba Nayyeri Sahar Vahdati Jens Lehmann
+	Geolog: Scalable Logic Programming on Spatial Data	2021	Tobias Grubenmann Jens Lehmann
+	Semantic Answer Type and Relation Prediction Task (SMART 2021)	2021	Nandana Mihindukulasooriya Mohnish Dubey Alfio Gliozzo Jens Lehmann Axel-Cyrille Ngonga Ngomo Ricardo Usbeck Gaetano Rossiello Uttam Kumar
+	Improving Inductive Link Prediction Using Hyper-Relational Facts	2021	Mehdi Ali Max Berrendorf Mikhail Galkin Veronika Thost Tengfei Ma Volker Tresp Jens Lehmann
+	VANiLLa : Verbalized Answers in Natural Language at Large Scale	2021	Debanjali Biswas Mohnish Dubey Md Rashad Al Hasan Rony Jens Lehmann
+	GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval	2021	Golsa Tahmasebzadeh Endri Kacupaj Eric Müller-Budack Sherzod Hakimov Jens Lehmann Ralph Ewerth
+	Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks	2021	Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann Maria Maleshkova
+	Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers	2021	Debanjan Chaudhuri Md Rashad Al Hasan Rony Jens Lehmann
+	Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs	2021	Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann
+	ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation	2021	Endri Kacupaj Barshana Banerjee Kuldeep Singh Jens Lehmann
+	CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata	2021	Manoj Prabhakar Kannan Ravi Kuldeep Singh Isaiah Onando Mulang' Saeedeh Shekarpour Johannes Hoffart Jens Lehmann
+	VOGUE: Answer Verbalization through Multi-Task Learning	2021	Endri Kacupaj Shyamnath Premnadh Kuldeep Singh Jens Lehmann Maria Maleshkova
+	Survey on English Entity Linking on Wikidata	2021	Cedric Möller Jens Lehmann Ricardo Usbeck
+ PDF Chat	MLM	2020	Jason Armitage Endri Kacupaj Golsa Tahmasebzadeh Swati Maria Maleshkova Ralph Ewerth Jens Lehmann
+	Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models	2020	Isaiah Onando Mulang' Kuldeep Singh Chaitali Prabhu Abhishek Nadgeri Johannes Hoffart Jens Lehmann
+	Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations.	2020	Mojtaba Nayyeri Chengjin Xu Jens Lehmann Sahar Vahdati
+	PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs	2020	Debayan Banerjee Debanjan Chaudhuri Mohnish Dubey Jens Lehmann
+	Training Multimodal Systems for Classification with Multiple Objectives	2020	Jason Armitage Shramana Thakur Rishi Tripathi Jens Lehmann Maria Maleshkova
+ PDF Chat	No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph	2020	Kuldeep Singh Ioanna Lytra Arun Sethupat Radhakrishna Saeedeh Shekarpour María-Esther Vidal Jens Lehmann
+	Improving the Long-Range Performance of Gated Graph Neural Networks.	2020	Denis Lukovnikov Jens Lehmann Asja Fischer
+	Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework	2020	Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann
+ PDF Chat	IQA: Interactive query construction in semantic question answering systems	2020	Hamid Zafar Mohnish Dubey Jens Lehmann Elena Demidova
+	Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings	2020	Ariam Rivas Irlán Grangel-González Diego Collarana Jens Lehmann María-Esther Vidal
+	A Scalable Framework for Quality Assessment of RDF Datasets	2020	Gëzim Sejdiu Anisa Rula Jens Lehmann Hajira Jabeen
+	Pretrained Transformers for Simple Question Answering over Knowledge Graphs	2020	Denis Lukovnikov Asja Fischer Jens Lehmann
+	End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings	2020	Rostislav Nedelchev Debanjan Chaudhuri Jens Lehmann Asja Fischer
+ PDF Chat	Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter	2020	Afshin Sadeghi Jens Lehmann
+	PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings	2020	Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann
+ PDF Chat	Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings	2020	Ariam Rivas Irlán Grangel-González Diego Collarana Jens Lehmann María-Esther Vidal
+	TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation	2020	Chengjin Xu Mojtaba Nayyeri Fouad Alkhoury Hamed Shariat Yazdi Jens Lehmann
+	Knowledge Graph Embeddings in Geometric Algebras	2020	Chengjin Xu Mojtaba Nayyeri Yung-Yu Chen Jens Lehmann
+	Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations	2020	Mojtaba Nayyeri Chengjin Xu Jens Lehmann Sahar Vahdati
+ PDF Chat	Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking	2020	Isaiah Onando Mulang Kuldeep Singh Akhilesh Vyas Saeedeh Shekarpour María-Esther Vidal Jens Lehmann Sören Auer
+	Message Passing for Hyper-Relational Knowledge Graphs	2020	Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann
+ PDF Chat	PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs	2020	Debayan Banerjee Debanjan Chaudhuri Mohnish Dubey Jens Lehmann
+	SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge	2020	Nandana Mihindukulasooriya Mohnish Dubey Alfio Gliozzo Jens Lehmann Axel-Cyrille Ngonga Ngomo Ricardo Usbeck
+ PDF Chat	TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation	2020	Chengjin Xu Mojtaba Nayyeri Fouad Alkhoury Hamed Shariat Yazdi Jens Lehmann
+ PDF Chat	Knowledge Graph Embeddings in Geometric Algebras	2020	Chengjin Xu Mojtaba Nayyeri Yung-Yu Chen Jens Lehmann
+	Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings	2020	Ariam Rivas Irlán Grangel-González Diego Collarana Jens Lehmann María-Esther Vidal
+	Message Passing for Hyper-Relational Knowledge Graphs	2020	Mikhail Galkin Priyansh Trivedi Gaurav Maheshwari Ricardo Usbeck Jens Lehmann
+	PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs	2020	Debayan Banerjee Debanjan Chaudhuri Mohnish Dubey Jens Lehmann
+	Training Multimodal Systems for Classification with Multiple Objectives	2020	Jason Armitage Shramana Thakur Rishi Tripathi Jens Lehmann Maria Maleshkova
+	Improving the Long-Range Performance of Gated Graph Neural Networks	2020	Denis Lukovnikov Jens Lehmann Asja Fischer
+	5* Knowledge Graph Embeddings with Projective Transformations	2020	Mojtaba Nayyeri Sahar Vahdati Can Aykul Jens Lehmann
+	A Scalable Framework for Quality Assessment of RDF Datasets	2020	Gëzim Sejdiu Anisa Rula Jens Lehmann Hajira Jabeen
+	Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph	2019	Isaiah Onando Mulang Kuldeep Singh Akhilesh Vyas Saeedeh Shekarpour Ahmad Sakor María-Esther Vidal Sören Auer Jens Lehmann
+	Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking	2019	Isaiah Onando Mulang Kuldeep Singh Akhilesh Vyas Saeedeh Shekarpour María-Esther Vidal Jens Lehmann Sören Auer
+	Open-domain Event Extraction and Embedding for Natural Gas Market Prediction.	2019	Minh Triet Chau Diego Esteves Jens Lehmann
+	Direct Mappings between RDF and Property Graph Databases.	2019	Harsh Thakkar Renzo Angles Dominik Tomaszuk Jens Lehmann
+	Temporal Knowledge Graph completion based on time series Gaussian embedding	2019	Chengjin Xu Mojtaba Nayyeri Fouad Alkhoury Hamed Shariat Yazdi Jens Lehmann
+ PDF Chat	Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition	2019	Chengjin Xu Mojtaba Nayyeri Fouad Alkhoury Hamed Shariat Yazdi Jens Lehmann
+ PDF Chat	A Scalable Framework for Quality Assessment of RDF Datasets	2019	Gëzim Sejdiu Anisa Rula Jens Lehmann Hajira Jabeen
+	Method for the semantic indexing of concept hierarchies, uniform representation, use of relational database systems and generic and case-based reasoning	2019	Uwe Petersohn Sandra Zimmer Jens Lehmann
+	Distantly Supervised Question Parsing	2019	Hamid Zafar Maryam Tavakol Jens Lehmann
+	Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding	2019	Mojtaba Nayyeri Chengjin Xu Yadollah Yaghoobzadeh Hamed Shariat Yazdi Jens Lehmann
+	On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score.	2019	Mojtaba Nayyeri Chengjin Xu Yadollah Yaghoobzadeh Hamed Shariat Yazdi Jens Lehmann
+	LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules	2019	Mojtaba Nayyeri Chengjin Xu Jens Lehmann Hamed Shariat Yazdi
+	Towards Optimisation of Collaborative Question Answering over Knowledge Graphs	2019	Kuldeep Singh Mohamad Yaser Jaradeh Saeedeh Shekarpour Akash Kulkarni Arun Sethupat Radhakrishna Ioanna Lytra María-Esther Vidal Jens Lehmann
+	Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter	2019	Afshin Sadeghi Jens Lehmann
+	Soft Marginal TransE for Scholarly Knowledge Graph Completion.	2019	Mojtaba Nayyeri Sahar Vahdati Jens Lehmann Hamed Shariat Yazdi
+	MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs	2019	Afshin Sadeghi Damien Graux Hamed Shariat Yazdi Jens Lehmann
+	Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function	2019	Mojtaba Nayyeri Xiaotian Zhou Sahar Vahdati Hamed Shariat Yazdi Jens Lehmann
+	Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs	2019	Nilesh Chakraborty Denis Lukovnikov Gaurav Maheshwari Priyansh Trivedi Jens Lehmann Asja Fischer
+	The Query Translation Landscape: a Survey	2019	Mohamed Nadjib Mami Damien Graux Harsh Thakkar Simon Scerri Sören Auer Jens Lehmann
+ PDF Chat	Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs	2019	Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann
+ PDF Chat	A Scalable Framework for Quality Assessment of RDF Datasets	2019	Gëzim Sejdiu Anisa Rula Jens Lehmann Hajira Jabeen
+ PDF Chat	Incorporating Literals into Knowledge Graph Embeddings	2019	Agustinus Kristiadi Asif M. Khan Denis Lukovnikov Jens Lehmann Asja Fischer
+ PDF Chat	Pretrained Transformers for Simple Question Answering over Knowledge Graphs	2019	Denis Lukovnikov Asja Fischer Jens Lehmann
+ PDF Chat	Using a KG-Copy Network for Non-goal Oriented Dialogues	2019	Debanjan Chaudhuri Md Rashad Al Hasan Rony Simon Jordan Jens Lehmann
+	Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition	2019	Chengjin Xu Mojtaba Nayyeri Fouad Alkhoury Jens Lehmann Hamed Shariat Yazdi
+	Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning	2019	Firas Kassawat Debanjan Chaudhuri Jens Lehmann
+	Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking	2019	Isaiah Onando Mulang Kuldeep Singh Akhilesh Vyas Saeedeh Shekarpour María-Esther Vidal Jens Lehmann Sören Auer
+	Open-domain Event Extraction and Embedding for Natural Gas Market Prediction	2019	Minh Triet Chau Diego Esteves Jens Lehmann
+	Using a KG-Copy Network for Non-Goal Oriented Dialogues	2019	Debanjan Chaudhuri Md Rashad Al Hasan Rony Simon Jordan Jens Lehmann
+	Distantly Supervised Question Parsing	2019	Hamid Zafar Maryam Tavakol Jens Lehmann
+	LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules	2019	Mojtaba Nayyeri Chengjin Xu Jens Lehmann Hamed Shariat Yazdi
+	Towards Optimisation of Collaborative Question Answering over Knowledge Graphs	2019	Kuldeep Singh Mohamad Yaser Jaradeh Saeedeh Shekarpour Akash Kulkarni Arun Sethupat Radhakrishna Ioanna Lytra María-Esther Vidal Jens Lehmann
+	Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter	2019	Afshin Sadeghi Jens Lehmann
+	Soft Marginal TransE for Scholarly Knowledge Graph Completion	2019	Mojtaba Nayyeri Sahar Vahdati Jens Lehmann Hamed Shariat Yazdi
+	Method for the semantic indexing of concept hierarchies, uniform representation, use of relational database systems and generic and case-based reasoning	2019	Uwe Petersohn Sandra Zimmer-Chevret Jens Lehmann
+	Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding	2019	Mojtaba Nayyeri Chengjin Xu Yadollah Yaghoobzadeh Hamed Shariat Yazdi Jens Lehmann
+	Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs	2018	Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann
+	Improving Response Selection in Multi-turn Dialogue Systems	2018	Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer
+	Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge	2018	Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer
+	Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web	2018	Diego Esteves Aniketh Janardhan Reddy Piyush Chawla Jens Lehmann
+	Formal Ontology Learning from English IS-A Sentences	2018	Sourish Dasgupta Ankur Padia Gaurav Maheshwari Priyansh Trivedi Jens Lehmann
+	Incorporating Literals into Knowledge Graph Embeddings	2018	Agustinus Kristiadi Asif M. Khan Denis Lukovnikov Jens Lehmann Asja Fischer
+	EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs	2018	Mohnish Dubey Debayan Banerjee Debanjan Chaudhuri Jens Lehmann
+	A Stitch in Time Saves Nine - SPARQL querying of Property Graphs using Gremlin Traversals.	2018	Harsh Thakkar Dharmen Punjani Yashwant Keswani Jens Lehmann Sören Auer
+	Killing Two Birds with One Stone -- Querying Property Graphs using SPARQL via GREMLINATOR	2018	Harsh Thakkar Dharmen Punjani Jens Lehmann Sören Auer
+	How Complex is your classification problem? A survey on measuring classification complexity	2018	Ana Carolina Lorena Luís P. F. Garcia Jens Lehmann Marcílio C. P. de Souto Tin Kam Ho
+	Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters	2018	Denis Lukovnikov Nilesh Chakraborty Jens Lehmann Asja Fischer
+	Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge	2018	Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer
+ PDF Chat	EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs	2018	Mohnish Dubey Debayan Banerjee Debanjan Chaudhuri Jens Lehmann
+	Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web	2018	Diego Esteves Aniketh Janardhan Reddy Piyush Chawla Jens Lehmann
+ PDF Chat	Named Entity Recognition in Twitter Using Images and Text	2018	Diego Esteves Rafael Peres da Silva Jens Lehmann Giulio Napolitano
+	Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs	2018	Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann
+	No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph	2018	Kuldeep Singh Ioanna Lytra Arun Sethupat Radhakrishna Saeedeh Shekarpour María-Esther Vidal Jens Lehmann
+	Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge	2018	Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer
+	Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News on the Web	2018	Diego Esteves Aniketh Janardhan Reddy Piyush Chawla Jens Lehmann
+	Formal Ontology Learning from English IS-A Sentences	2018	Sourish Dasgupta Ankur Padia Gaurav Maheshwari Priyansh Trivedi Jens Lehmann
+	Incorporating Literals into Knowledge Graph Embeddings	2018	Agustinus Kristiadi Asif M. Khan Denis Lukovnikov Jens Lehmann Asja Fischer
+	EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs	2018	Mohnish Dubey Debayan Banerjee Debanjan Chaudhuri Jens Lehmann
+	A Stitch in Time Saves Nine -- SPARQL querying of Property Graphs using Gremlin Traversals	2018	Harsh Thakkar Dharmen Punjani Yashwant Keswani Jens Lehmann Sören Auer
+	Using Multi-Label Classification for Improved Question Answering	2017	Ricardo Usbeck Michael M. Hoffmann Michael Röder Jens Lehmann Axel-Cyrille Ngonga Ngomo
+ PDF Chat	Wikidata through the eyes of DBpedia	2017	Ali Ismayilov Dimitris Kontokostas Sören Auer Jens Lehmann Sebastian Hellmann
+	Using Multi-Label Classification for Improved Question Answering	2017	Ricardo Usbeck Michael R. Hoffmann Michael Röder Jens Lehmann Axel-Cyrille Ngonga Ngomo
+	Named Entity Recognition in Twitter using Images and Text	2017	Diego Esteves Rafael Peres Jens Lehmann Giulio Napolitano
+	LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions	2016	Harsh Thakkar Mohnish Dubey Gëzim Sejdiu Axel-Cyrille Ngonga Ngomo Jeremy Debattista Christoph Lange Jens Lehmann Sören Auer María-Esther Vidal
+	SimDoc: Topic Sequence Alignment based Document Similarity Framework	2016	Gaurav Maheshwari Priyansh Trivedi Harshita Sahijwani Kunal Jha Sourish Dasgupta Jens Lehmann
+	Wikidata through the Eyes of DBpedia	2015	Ali Ismayilov Dimitris Kontokostas Sören Auer Jens Lehmann Sebastian Hellmann
+	Wikidata through the Eyes of DBpedia	2015	Ali Ismayilov Dimitris Kontokostas Sören Auer Jens Lehmann Sebastian Hellmann

Common Coauthors

Coauthor	Papers Together
Mojtaba Nayyeri	26
Chengjin Xu	20
Asja Fischer	19
Debanjan Chaudhuri	19
Endri Kacupaj	18
Kuldeep Singh	18
Hamed Shariat Yazdi	15
Md Rashad Al Hasan Rony	14
Ricardo Usbeck	14
Sahar Vahdati	14
María-Esther Vidal	13
Mohnish Dubey	13
Sören Auer	12
Harsh Thakkar	12
Denis Lukovnikov	12
Maria Maleshkova	12
Saeedeh Shekarpour	12
Kuldeep Singh	10
Gaurav Maheshwari	9
Priyansh Trivedi	9
Diego Esteves	7
Agustinus Kristiadi	7
Joan Plepi	6
Axel-Cyrille Ngonga Ngomo	6
Mehdi Ali	6
Isaiah Onando Mulang	6
Debayan Banerjee	6
Volker Tresp	5
Max Berrendorf	5
Ioanna Lytra	5
Arun Sethupat Radhakrishna	5
Nilesh Chakraborty	5
Fouad Alkhoury	5
Gëzim Sejdiu	5
Anisa Rula	4
Afshin Sadeghi	4
Hajira Jabeen	4
Mirza Mohtashim Alam	4
Akhilesh Vyas	4
Johannes Hoffart	4
Golsa Tahmasebzadeh	3
Asif M. Khan	3
Sourish Dasgupta	3
Mikhail Galkin	3
Jason Armitage	3
Manoj Prabhakar Kannan Ravi	3
Dimitris Kontokostas	3
Ali Ismayilov	3
Hamid Zafar	3
Irlán Grangel-González	3

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Embedding Entities and Relations for Learning and Inference in Knowledge Bases	2014	Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng	17
+	Complex Embeddings for Simple Link Prediction	2016	Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard	16
+	A Three-Way Model for Collective Learning on Multi-Relational Data	2011	Maximilian Nickel Volker Tresp Hans‐Peter Kriegel	15
+ PDF Chat	Convolutional 2D Knowledge Graph Embeddings	2017	Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel	15
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	14
+	Large-scale Simple Question Answering with Memory Networks	2015	Antoine Bordes Nicolas Usunier Sumit Chopra Jason Weston	12
+	RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space	2019	Zhiqing Sun Zhihong Deng Jian‐Yun Nie Jian Tang	12
+ PDF Chat	Convolutional 2D Knowledge Graph Embeddings	2018	Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel	12
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	11
+ PDF Chat	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	11
+	Canonical Tensor Decomposition for Knowledge Base Completion	2018	Timothée Lacroix Nicolas Usunier Guillaume Obozinski	11
+	A Review of Relational Machine Learning for Knowledge Graphs	2015	Maximilian Nickel Kevin Murphy Volker Tresp Evgeniy Gabrilovich	11
+	Modeling Relational Data with Graph Convolutional Networks	2018	Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling	10
+ PDF Chat	Improved Neural Relation Detection for Knowledge Base Question Answering	2017	Mo Yu Wenpeng Yin Kazi Saidul Hasan Cícero dos Santos Bing Xiang Bowen Zhou	10
+	Quaternion Knowledge Graph Embeddings	2019	Shuai Zhang Yi Tay Lina Yao Qi Liu	9
+	A Survey on Knowledge Graphs: Representation, Acquisition, and Applications	2021	Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu	8
+	Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks	2018	Salman Mohammed Peng Shi Jimmy Lin	8
+	Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning	2019	Firas Kassawat Debanjan Chaudhuri Jens Lehmann	8
+	RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space	2019	Zhiqing Sun Zhihong Deng Jian‐Yun Nie Jian Tang	7
+	SimplE Embedding for Link Prediction in Knowledge Graphs	2018	Seyed Mehran Kazemi David Poole	7
+	Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base	2019	Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang	7
+	Complex Embeddings for Simple Link Prediction	2016	Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard	7
+	End-to-End Neural Entity Linking	2018	Nikolaos Kolitsas Octavian-Eugen Ganea Thomas Hofmann	7
+	The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems	2015	Ryan Lowe Nissan Pow Iulian Vlad Serban Joëlle Pineau	7
+ PDF Chat	Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems	2018	Andrea Madotto Chien-Sheng Wu Pascale Fung	7
+ PDF Chat	Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph	2018	Amrita Saha Vardaan Pahuja Mitesh M. Khapra Karthik Sankaranarayanan Sarath Chandar	7
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	7
+ PDF Chat	Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models	2016	Iulian Vlad Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joëlle Pineau	7
+	Key-Value Retrieval Networks for Task-Oriented Dialogue	2017	Mihail Eric Lakshmi Krishnan François Charette Christopher D. Manning	6
+	SimplE embedding for link prediction in knowledge graphs	2018	Seyed Mehran Kazemi David Poole	6
+ PDF Chat	Language to Logical Form with Neural Attention	2016	Li Dong Mirella Lapata	6
+ PDF Chat	Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion	2019	Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum	6
+ PDF Chat	Deep Joint Entity Disambiguation with Local Neural Attention	2017	Octavian-Eugen Ganea Thomas Hofmann	5
+ PDF Chat	Key-Value Memory Networks for Directly Reading Documents	2016	Alexander Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston	5
+ PDF Chat	Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision	2017	Liang Chen Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao	5
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	5
+	Quaternion Knowledge Graph Embeddings	2019	Shuai Zhang Yi Tay Lina Yao Qi Liu	5
+ PDF Chat	Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs	2019	Gaurav Maheshwari Priyansh Trivedi Denis Lukovnikov Nilesh Chakraborty Asja Fischer Jens Lehmann	5
+ PDF Chat	Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking	2020	Isaiah Onando Mulang Kuldeep Singh Akhilesh Vyas Saeedeh Shekarpour María-Esther Vidal Jens Lehmann Sören Auer	5
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	5
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	5
+ PDF Chat	Learning Sequence Encoders for Temporal Knowledge Graph Completion	2018	Alberto García-Durán Sebastijan Dumančić Mathias Niepert	5
+ PDF Chat	Question Answering on Freebase via Relation Extraction and Textual Evidence	2016	Kun Xu Siva Reddy Yansong Feng Songfang Huang Dongyan Zhao	5
+	A Survey on Recent Advances in Named Entity Recognition from Deep Learning models	2019	Vikas Yadav Steven Bethard	5
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	5
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	5
+	Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs	2019	Nilesh Chakraborty Denis Lukovnikov Gaurav Maheshwari Priyansh Trivedi Jens Lehmann Asja Fischer	5
+ PDF Chat	EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs	2018	Mohnish Dubey Debayan Banerjee Debanjan Chaudhuri Jens Lehmann	5
+	A Network-based End-to-End Trainable Task-oriented Dialogue System	2017	Tsung-Hsien Wen David Vandyke Nikola Mrkšić Milica Gašić Lina M. Rojas Barahona Pei-Hao Su Stefan Ultes Steve Young	5
+	Knowledge Base Completion: Baselines Strike Back	2017	Rudolf Kadlec Ondřej Bajgar Jan Kleindienst	5