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inductive bia

272 papers

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Co-occurring keywords

representation learning (6206) neural network (6616) transfer learning (5449) convolutional neural network (4226) language model (4599) graph neural network (3962) large language model (13587) transformer architecture (1560) attention mechanism (4001) vision transformer (1106)

Papers

Modeling and Optimization Trade-off in Meta-learning NIPS 2020
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning NIPS 2020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020
“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media EMNLP 2020
Just Add Functions: A Neural-Symbolic Language Model AAAI 2020
Neural Anisotropy Directions NIPS 2020
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations ICML 2020
Discovering Symbolic Models from Deep Learning with Inductive Biases NIPS 2020
Mutual exclusivity as a challenge for deep neural networks NIPS 2020
Counterexample-Guided Learning of Monotonic Neural Networks NIPS 2020
Neural Networks Fail to Learn Periodic Functions and How to Fix It NIPS 2020
Inductive Relation Prediction by Subgraph Reasoning ICML 2020
A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation JMLR 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity ICML 2020
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks NIPS 2019
Auto-Encoding Scene Graphs for Image Captioning CVPR 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019
HMEAE: Hierarchical Modular Event Argument Extraction EMNLP 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations ICML 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation EMNLP 2019