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Optimization

14,983 papers

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Papers

Adversarial Learning for Discourse Rhetorical Structure Parsing IJCNLP 2021
BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021
Risk Minimization for Zero-shot Sequence Labeling IJCNLP 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators IJCNLP 2021
Shortformer: Better Language Modeling using Shorter Inputs IJCNLP 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification IJCNLP 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding IJCNLP 2021
Rewriter-Evaluator Architecture for Neural Machine Translation IJCNLP 2021
What is Your Article Based On? Inferring Fine-grained Provenance IJCNLP 2021
POS-Constrained Parallel Decoding for Non-autoregressive Generation IJCNLP 2021
Document-level Event Extraction via Parallel Prediction Networks IJCNLP 2021
Determinantal Beam Search IJCNLP 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates IJCNLP 2021
On Orthogonality Constraints for Transformers IJCNLP 2021
FastSeq: Make Sequence Generation Faster IJCNLP 2021
Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining IJCNLP 2021
Decoding Methods for Neural Narrative Generation IJCNLP 2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 IJCNLP 2021
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary IJCNLP 2021
THE IWSLT 2021 BUT SPEECH TRANSLATION SYSTEMS IJCNLP 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System IJCNLP 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer IJCNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup IJCNLP 2021
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth IJCNLP 2021
CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline IJCNLP 2021