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Representation Learning

2843 directly classified papers

Papers per year

Papers

Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation EMNLP 2021
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa EMNLP 2021
On the Difficulty of Segmenting Words with Attention EMNLP 2021
Blindness to Modality Helps Entailment Graph Mining EMNLP 2021
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design ICML 2021
Can contrastive learning avoid shortcut solutions? NIPS 2021
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL 2021
Understanding and Interpreting the Impact of User Context in Hate Speech Detection NAACL 2021
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021
Learning Representations for Incomplete Time Series Clustering AAAI 2021
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021
GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021
Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021
Neural Analogical Matching AAAI 2021
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021
To Choose or to Fuse? Scale Selection for Crowd Counting AAAI 2021