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Papers
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning
EMNLP 2021
Generic Oracles for Structured Prediction
ACL 2021
Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning
EACL 2021
Leveraging Human Attention in Novel Object Captioning
IJCAI 2021
Mixed Cross Entropy Loss for Neural Machine Translation
ICML 2021
Multi-Hop Transformer for Document-Level Machine Translation
NAACL 2021
Reducing Exposure Bias in Training Recurrent Neural Network Transducers
Interspeech 2021
Relating Neural Text Degeneration to Exposure Bias
EMNLP 2021
Residual Energy-Based Models for End-to-End Speech Recognition
Interspeech 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives
ICML 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation
EMNLP 2021
Symbolic Music Generation with Transformer-GANs
AAAI 2021
Text Generation by Learning from Demonstrations
ICLR 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation
EMNLP 2021
Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task
EMNLP 2020
Autoregressive Knowledge Distillation through Imitation Learning
EMNLP 2020
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation
EMNLP 2020
Discriminative Adversarial Search for Abstractive Summarization
ICML 2020
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation
AISTATS 2020
Improving Text Generation with Student-Forcing Optimal Transport
EMNLP 2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
EMNLP 2020
Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models
COLING 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
ACL 2020
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification
AAAI 2020
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation
ICLR 2020