Carolin Lawrence

发表

Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs pdf

Cheng Wang, Mathias Niepert, Carolin Lawrence, 2020, ICLR.

NLmaps: A Natural Language Interface to Query OpenStreetMap

Stefan Riezler, Carolin Lawrence, S. Riezler, 2016, COLING.

Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders pdf

Mathias Niepert, Bhushan Kotnis, Carolin Lawrence, 2020, ArXiv.

Explaining Neural Matrix Factorization with Gradient Rollback pdf

Timo Sztyler, Mathias Niepert, Carolin Lawrence, 2020, AAAI.

Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP pdf

Stefan Riezler, Julia Kreutzer, Carolin Lawrence, 2020, ArXiv.

Counterfactual Learning for Machine Translation: Degeneracies and Solutions pdf

Stefan Riezler, Pratik Gajane, Carolin Lawrence, 2017, ArXiv.

Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing pdf

Stefan Riezler, Carolin Lawrence, S. Riezler, 2018, ArXiv.

Attending to Future Tokens for Bidirectional Sequence Generation

Mathias Niepert, Bhushan Kotnis, Carolin Lawrence, 2019, EMNLP.

Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback pdf

Stefan Riezler, Carolin Lawrence, S. Riezler, 2018, ACL.

Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss

Stefan Riezler, Carolin Lawrence, Laura Jehl, 2019, TACL.

Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation pdf

Stefan Riezler, Artem Sokolov, Carolin Lawrence, 2017, EMNLP.

Response-Based and Counterfactual Learning for Sequence-to-Sequence Tasks in NLP

Carolin Lawrence, Carolin (Haas) Lawrence, 2019 .

Interpreting Node Embedding with Text-labeled Graphs

Peter Tiño, Zhao Xu, Mathias Niepert, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks

Stefan Riezler, Julia Kreutzer, Carolin Lawrence, 2020, SPNLP.

VEGN: Variant Effect Prediction with Graph Neural Networks pdf

Mathias Niepert, Jun Cheng, Carolin Lawrence, 2021, ArXiv.

Integrating diverse extraction pathways using iterative predictions for Multilingual Open Information Extraction pdf

Mathias Niepert, Bhushan Kotnis, Makoto Takamoto, 2021, ArXiv.