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
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks

Oct 16, 2020
Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych


  Access Paper or Ask Questions

Towards Debiasing NLU Models from Unknown Biases

Oct 13, 2020
Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych

* Accepted at EMNLP 2020 

  Access Paper or Ask Questions

Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision

Oct 07, 2020
Max Glockner, Ivan Habernal, Iryna Gurevych

* EMNLP Findings 2020 

  Access Paper or Ask Questions

Improving QA Generalization by Concurrent Modeling of Multiple Biases

Oct 07, 2020
Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych


  Access Paper or Ask Questions

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale

Oct 02, 2020
Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych

* EMNLP-2020 

  Access Paper or Ask Questions

OFAI-UKP at HAHA@IberLEF2019: Predicting the Humorousness of Tweets Using Gaussian Process Preference Learning

Aug 03, 2020
Tristan Miller, Erik-Lân Do Dinh, Edwin Simpson, Iryna Gurevych

* Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019), volume 2421 of CEUR Workshop Proceedings, pages 180-190, 2019 
* 11 pages, 1 figure 

  Access Paper or Ask Questions

Investigating Pretrained Language Models for Graph-to-Text Generation

Jul 16, 2020
Leonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, Iryna Gurevych


  Access Paper or Ask Questions

AdapterHub: A Framework for Adapting Transformers

Jul 15, 2020
Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulić, Sebastian Ruder, Kyunghyun Cho, Iryna Gurevych


  Access Paper or Ask Questions

Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs

Jun 16, 2020
Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze


  Access Paper or Ask Questions

How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation

Jun 16, 2020
Steffen Eger, Johannes Daxenberger, Iryna Gurevych


  Access Paper or Ask Questions

Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers

May 24, 2020
Anne Lauscher, Olga Majewska, Leonardo F. R. Ribeiro, Iryna Gurevych, Nikolai Rozanov, Goran Glavaš


  Access Paper or Ask Questions

Empowering Active Learning to Jointly Optimize System and User Demands

May 12, 2020
Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych

* To appear as a long paper in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Download our code and simulated user models at github: https://github.com/UKPLab/acl2020-empowering-active-learning 

  Access Paper or Ask Questions

Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance

May 01, 2020
Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych

* to appear at ACL 2020 

  Access Paper or Ask Questions

Low Resource Multi-Task Sequence Tagging -- Revisiting Dynamic Conditional Random Fields

May 01, 2020
Jonas Pfeiffer, Edwin Simpson, Iryna Gurevych


  Access Paper or Ask Questions

AdapterFusion: Non-Destructive Task Composition for Transfer Learning

May 01, 2020
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych


  Access Paper or Ask Questions

Aspect-Controlled Neural Argument Generation

Apr 30, 2020
Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych


  Access Paper or Ask Questions

MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer

Apr 30, 2020
Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder


  Access Paper or Ask Questions

Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning

Apr 30, 2020
Mohsen Mesgar, Edwin Simpson, Yue Wang, Iryna Gurevych


  Access Paper or Ask Questions

A Matter of Framing: The Impact of Linguistic Formalism on Probing Results

Apr 30, 2020
Ilia Kuznetsov, Iryna Gurevych


  Access Paper or Ask Questions

PuzzLing Machines: A Challenge on Learning From Small Data

Apr 27, 2020
Gözde Gül Şahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych

* Accepted to ACL 2020 

  Access Paper or Ask Questions

Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

Apr 21, 2020
Nils Reimers, Iryna Gurevych


  Access Paper or Ask Questions

Metaphoric Paraphrase Generation

Feb 28, 2020
Kevin Stowe, Leonardo Ribeiro, Iryna Gurevych

* 10 pages, 3 figures 

  Access Paper or Ask Questions

Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings

Feb 16, 2020
Shweta Mahajan, Iryna Gurevych, Stefan Roth

* Published as a conference paper at ICLR 2020 

  Access Paper or Ask Questions

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs

Jan 29, 2020
Leonardo F. R. Ribeiro, Yue Zhang, Claire Gardent, Iryna Gurevych


  Access Paper or Ask Questions

Stance Detection Benchmark: How Robust Is Your Stance Detection?

Jan 06, 2020
Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych


  Access Paper or Ask Questions

Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings

Dec 17, 2019
Andreas Hanselowski, Iryna Gurevych


  Access Paper or Ask Questions

Scalable Bayesian Preference Learning for Crowds

Dec 11, 2019
Edwin Simpson, Iryna Gurevych


  Access Paper or Ask Questions

Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology

Dec 11, 2019
Gözde Gül Şahin, Iryna Gurevych

* AAAI 2020 

  Access Paper or Ask Questions