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Representation Learning

2843 directly classified papers

Papers per year

Papers

Robust large-margin learning in hyperbolic space NIPS 2020
Supervised Contrastive Learning NIPS 2020
Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification CVPR 2020
Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020
Deconstructing word embedding algorithms EMNLP 2020
Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection EMNLP 2020
WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020
Research Replication Prediction Using Weakly Supervised Learning EMNLP 2020
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020
Sparse and Decorrelated Representations for Stable Zero-shot NMT EMNLP 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks EMNLP 2020
Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020
Paraphrasing vs Coreferring: Two Sides of the Same Coin EMNLP 2020
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality EMNLP 2020
How does BERT capture semantics? A closer look at polysemous words EMNLP 2020
Probing for Multilingual Numerical Understanding in Transformer-Based Language Models EMNLP 2020
What Determines the Order of Verbal Dependents in Hindi? Effects of Efficiency in Comprehension and Production EMNLP 2020
Using Type Information to Improve Entity Coreference Resolution EMNLP 2020
How well does surprisal explain N400 amplitude under different experimental conditions? EMNLP 2020
Information retrieval for animal disease surveillance: a pattern-based approach. EMNLP 2020
TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition ACL 2020
DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ACL 2020