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Foundation Models

4845 directly classified papers

Papers per year

Papers

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation IJCNLP 2021
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries IJCNLP 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021
StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021
Advances in Debating Technologies: Building AI That Can Debate Humans IJCNLP 2021
MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology IJCNLP 2021
Estonian as a Second Language Teacher’s Tools EACL 2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model EMNLP 2021
Neural Architecture Search With Random Labels CVPR 2021
Soft-IntroVAE: Analyzing and Improving the Introspective Variational Autoencoder CVPR 2021
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ICCV 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives EMNLP 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering IJCNLP 2021
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions SEMEVAL 2021
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification CVPR 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation SEMEVAL 2021
Decoding Methods for Neural Narrative Generation IJCNLP 2021
How effective is BERT without word ordering? Implications for language understanding and data privacy IJCNLP 2021
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021
DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors CVPR 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SEMEVAL 2021
YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU SEMEVAL 2020
Parallel Corpus Filtering via Pre-trained Language Models ACL 2020
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020