Language Modeling with Deep Transformers
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1905.04226
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Published
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1
Machine Learning and Human Language Technology Group
university
AI & ML interests
Machine Learning and Human Language Technology Group, RWTH Aachen University. Topics: Automatic speech recognition (ASR), language modeling (LM), machine translation (MT), text-to-speech (TTS), natural language processing (NLP), language technologies
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rwth-i6's activity
albertzeyer
authored
10
papers
3 days ago
Monotonic segmental attention for automatic speech recognition
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2210.14742
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Published
Librispeech Transducer Model with Internal Language Model Prior Correction
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2104.03006
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Published
Why does CTC result in peaky behavior?
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2105.14849
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Published
A systematic comparison of grapheme-based vs. phoneme-based label units for encoder-decoder-attention models
Paper
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2005.09336
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Published
A study of latent monotonic attention variants
Paper
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2103.16710
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Published
A New Training Pipeline for an Improved Neural Transducer
Paper
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2005.09319
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Published
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition
Paper
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1805.05225
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Published
Improved training of end-to-end attention models for speech recognition
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1805.03294
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Published
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition
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1606.06871
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Published
dthulke
authored
10
papers
about 1 year ago
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog
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2106.07275
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Published
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change
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2401.09646
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Published
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17
On Sampling-Based Training Criteria for Neural Language Modeling
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2104.10507
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Published
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
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2110.05892
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Published
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
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2112.08844
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Published
Does Joint Training Really Help Cascaded Speech Translation?
Paper
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2210.13700
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Published
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model
Paper
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2210.17418
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Published
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token
Paper
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2211.04898
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Published
Task-oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
Paper
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2304.07101
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Published
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog
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2102.04643
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Published