Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Proactive Action Visual Residual Reinforcement Learning for Contact-Rich Tasks Using a Torque-Controlled Robot

Oct 25, 2020
Yunlei Shi, Zhaopeng Chen, Hongxu Liu, Sebastian Riedel, Chunhui Gao, Qian Feng, Jun Deng, Jianwei Zhang

* 6 pages 

  Access Paper or Ask Questions

Neural Databases

Oct 14, 2020
James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy

* Submitted to PVLDB vol 14 

  Access Paper or Ask Questions

Autoregressive Entity Retrieval

Oct 02, 2020
Nicola De Cao, Gautier Izacard, Sebastian Riedel, Fabio Petroni

* 18 pages, 6 figures, 8 tables 

  Access Paper or Ask Questions

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Ońüuz


  Access Paper or Ask Questions

KILT: a Benchmark for Knowledge Intensive Language Tasks

Sep 04, 2020
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel


  Access Paper or Ask Questions

Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets

Aug 06, 2020
Patrick Lewis, Pontus Stenetorp, Sebastian Riedel


  Access Paper or Ask Questions

Learning Reasoning Strategies in End-to-End Differentiable Proving

Jul 14, 2020
Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp, Edward Grefenstette, Tim Rocktäschel

* Proceedings of the 37th International Conference on Machine Learning (ICML 2020) 

  Access Paper or Ask Questions

Concept Matching for Low-Resource Classification

Jun 01, 2020
Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel


  Access Paper or Ask Questions

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

May 22, 2020
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K√ľttler, Mike Lewis, Wen-tau Yih, Tim Rockt√§schel, Sebastian Riedel, Douwe Kiela


  Access Paper or Ask Questions

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

May 17, 2020
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

* To Appear at ACL 2020 

  Access Paper or Ask Questions

How Context Affects Language Models' Factual Predictions

May 10, 2020
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim Rocktäschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at AKBC 2020 

  Access Paper or Ask Questions

AxCell: Automatic Extraction of Results from Machine Learning Papers

Apr 29, 2020
Marcin Kardas, Piotr Czapla, Pontus Stenetorp, Sebastian Ruder, Sebastian Riedel, Ross Taylor, Robert Stojnic


  Access Paper or Ask Questions

There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training

Apr 27, 2020
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Sebastian Riedel, Tim Rocktäschel

* 8 pages 

  Access Paper or Ask Questions

Undersensitivity in Neural Reading Comprehension

Feb 15, 2020
Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel

* 15 pages, 4 figures 

  Access Paper or Ask Questions

Beat the AI: Investigating Adversarial Human Annotations for Reading Comprehension

Feb 02, 2020
Max Bartolo, Alastair Roberts, Johannes Welbl, Sebastian Riedel, Pontus Stenetorp

* 21 pages including appendices 

  Access Paper or Ask Questions

Differentiable Reasoning on Large Knowledge Bases and Natural Language

Dec 17, 2019
Pasquale Minervini, Matko BoŇ°njak, Tim Rockt√§schel, Sebastian Riedel, Edward Grefenstette

* Accepted at the 34th AAAI Conference on Artificial Intelligence (AAAI-20) 

  Access Paper or Ask Questions

Zero-shot Entity Linking with Dense Entity Retrieval

Nov 10, 2019
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer


  Access Paper or Ask Questions

How Decoding Strategies Affect the Verifiability of Generated Text

Nov 09, 2019
Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel


  Access Paper or Ask Questions

MLQA: Evaluating Cross-lingual Extractive Question Answering

Nov 07, 2019
Patrick Lewis, Barlas Ońüuz, Ruty Rinott, Sebastian Riedel, Holger Schwenk


  Access Paper or Ask Questions

MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions

Oct 30, 2019
Viswanath Sivakumar, Tim Rockt√§schel, Alexander H. Miller, Heinrich K√ľttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel

* Workshop on ML for Systems at NeurIPS 2019 

  Access Paper or Ask Questions

Language Models as Knowledge Bases?

Sep 04, 2019
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at EMNLP 2019 

  Access Paper or Ask Questions

Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics

Jun 27, 2019
Sebastian Riedel, Freek Stulp


  Access Paper or Ask Questions

Unsupervised Question Answering by Cloze Translation

Jun 27, 2019
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel

* To appear in ACL 2019 

  Access Paper or Ask Questions

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings

Jun 12, 2019
Alexander I. Cowen-Rivers, Pasquale Minervini, Tim Rocktaschel, Matko Bovsnjak, Sebastian Riedel, Jun Wang

* Accepted at IJCAI 19 Neural-Symbolic Learning and Reasoning Workshop 

  Access Paper or Ask Questions