Tim Rocktäschel

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Sebastian RiedelProfessor @ University College London, Researcher @ Facebook AI ResearchVerified email at cs.ucl.ac.uk
Edward GrefenstetteResearch Scientist, Facebook AI Research; Honorary Professor, UCLVerified email at fb.com
Matko BošnjakDeepMindVerified email at deepmind.com
Sameer SinghUniversity of California, IrvineVerified email at uci.edu
Ulf LeserKnowledge Management in Bioinformatics, Humboldt-Universität zu BerlinVerified email at informatik.hu-berlin.de
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Pasquale MinerviniUniversity College LondonVerified email at cs.ucl.ac.uk
Fabio PetroniFacebook AI ResearchVerified email at fb.com
Alexander Holden MillerResearch Engineer, FacebookVerified email at fb.com
Phil BlunsomDeepMind and Oxford UniversityVerified email at cs.ox.ac.uk
Jakob FoersterResearch Scientist, Facebook AI ResearchVerified email at fb.com
Gregory FarquharDeepMindVerified email at google.com
Heinrich KüttlerFacebook AI ResearchVerified email at math.lmu.de
Isabelle AugensteinAssociate Professor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk
Nantas NardelliPhD Student, University of OxfordVerified email at robots.ox.ac.uk
Thomas DemeesterAssistant professor, Ghent UniversityVerified email at ugent.be
Aleksandra PiktusFacebook AIVerified email at fb.com
Yuxiang WuUniversity College LondonVerified email at ucl.ac.uk
Jason NaradowskyResearcher, Preferred NetworksVerified email at preferred.jp
Philippe ThomasGerman Research Center for Artificial IntelligenceVerified email at dfki.de

Tim Rocktäschel

Research Scientist at Facebook AI Research, Lecturer at University College London

Verified email at cs.ucl.ac.uk - Homepage

Machine Learning Reinforcement Learning Artificial Intelligence


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Reasoning about Entailment with Neural Attention T Rocktäschel, E Grefenstette, KM Hermann, T Kočiský, P Blunsom ICLR 2016, 2016	719	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	348	2019
ChemSpot: a Hybrid System for Chemical Named Entity Recognition T Rocktäschel, M Weidlich, U Leser Bioinformatics, 2012	246	2012
Stance Detection with Bidirectional Conditional Encoding I Augenstein, T Rocktäschel, A Vlachos, K Bontcheva EMNLP 2016, 2016	217	2016
End-to-End Differentiable Proving T Rocktäschel, S Riedel NeurIPS 2017 (Oral), 2017	207	2017
Injecting Logical Background Knowledge into Embeddings for Relation Extraction T Rocktäschel, S Singh, S Riedel NAACL 2015, 2015	198	2015
emoji2vec: Learning Emoji Representations from their Description B Eisner, T Rocktäschel, I Augenstein, M Bošnjak, S Riedel SocialNLP 2016 (Best Paper Award), 2016	186	2016
The CHEMDNER Corpus of Chemicals and Drugs and its Annotation Principles M Krallinger, O Rabal, F Leitner, M Vazquez, D Salgado, Z Lu, R Leaman, ... Journal of Cheminformatics, 2015	164	2015
Programming with a Differentiable Forth Interpreter M Bošnjak, T Rocktäschel, J Naradowsky, S Riedel ICML 2017, 2017	118*	2017
e−SNLI: Natural Language Inference with Natural Language Explanations OM Camburu, T Rocktäschel, T Lukasiewicz, P Blunsom NeurIPS 2018, 2018	112	2018
Lifted Rule Injection for Relation Embeddings T Demeester, T Rocktäschel, S Riedel EMNLP 2016, 2016	99	2016
Retrieval-augmented Generation for Knowledge-intensive NLP Tasks P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ... NeurIPS 2020, 2020	98	2020
Frustratingly Short Attention Spans in Neural Language Modeling M Daniluk, T Rocktäschel, J Welbl, S Riedel ICLR 2017, 2017	91	2017
TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning G Farquhar, T Rocktäschel, M Igl, S Whiteson ICLR 2018, 2018	84	2018
Adversarial Sets for Regularising Neural Link Predictors P Minervini, T Demeester, T Rocktäschel, S Riedel UAI 2017, 2017	69	2017
Interpretation of Natural Language Rules in Conversational Machine Reading M Saeidi, M Bartolo, P Lewis, S Singh, T Rocktäschel, M Sheldon, ... EMNLP 2018, 2018	68	2018
A Survey of Reinforcement Learning Informed by Natural Language J Luketina, N Nardelli, G Farquhar, J Foerster, J Andreas, E Grefenstette, ... IJCAI 2019, 2019	66	2019
Low-Dimensional Embeddings of Logic T Rocktäschel, M Bosnjak, S Singh, S Riedel SP 2014 (Exceptional Submission Award), 2014	65	2014
WBI-DDI: Drug-drug Interaction Extraction using Majority Voting P Thomas, M Neves, T Rocktäschel, U Leser SemEval 2013, 2013	62	2013
Learning Python Code Suggestion with a Sparse Pointer Network A Bhoopchand, T Rocktäschel, E Barr, S Riedel Technical Report arXiv:1611.08307, 2016	53	2016

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