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Deep Learning

1752 directly classified papers

Papers per year

Papers

DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022
Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022
The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022
Reference-Based Speech Enhancement via Feature Alignment and Fusion Network AAAI 2022
GTCOM Neural Machine Translation Systems for WMT21 EMNLP 2021
Adapting Neural Machine Translation for Automatic Post-Editing EMNLP 2021
Countering the Influence of Essay Length in Neural Essay Scoring EMNLP 2021
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021
Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse EMNLP 2021
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021
Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization AISTATS 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation EMNLP 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
Sentence-Permuted Paragraph Generation EMNLP 2021
discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021
Understanding Robustness in Teacher-Student Setting: A New Perspective AISTATS 2021
Proxy Indicators for the Quality of Open-domain Dialogues EMNLP 2021
Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021
Sketch based Memory for Neural Networks AISTATS 2021
Engage the Public: Poll Question Generation for Social Media Posts ACL 2021