conftrace_

hidden representation

50 papers

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Co-occurring keywords

representation learning (6206) large language model (13587) attention mechanism (4001) automatic speech recognition (1774) neural machine translation (2310) question answering (2963) transfer learning (5449) transformer architecture (1560) representation space (46) commonsense reasoning (506)

Papers

Understanding Transformer Memorization Recall Through Idioms EACL 2023
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation NIPS 2023
SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation ACL 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
A Neural Time Alignment Module for End-to-End Automatic Speech Recognition INTERSPEECH 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners INTERSPEECH 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity NIPS 2022
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks NAACL 2021
Towards Transparent and Explainable Attention Models ACL 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020
Unsupervised Evaluation for Question Answering with Transformers EMNLP 2020
Dynamic Topic Tracker for KB-to-Text Generation COLING 2020
Visualizing the PHATE of Neural Networks NIPS 2019
Understanding and Improving Hidden Representations for Neural Machine Translation NAACL 2019
Putting Words in Context: LSTM Language Models and Lexical Ambiguity ACL 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations ICML 2019
Causal Discovery from Discrete Data using Hidden Compact Representation NIPS 2018
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NIPS 2018
Privacy-preserving Neural Representations of Text EMNLP 2018
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS 2017
Implicit Syntactic Features for Target-dependent Sentiment Analysis IJCNLP 2017
Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017