Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization
Paper
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2410.18624
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Published
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
rwth-i6's activity
dthulke
authored
a
paper
3 months ago
albertzeyer
updated
a
model
3 months ago
albertzeyer
published
a
model
3 months ago
albertzeyer
authored
10
papers
4 months ago
Language Modeling with Deep Transformers
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1905.04226
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Published
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1
Monotonic segmental attention for automatic speech recognition
Paper
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2210.14742
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Published
Librispeech Transducer Model with Internal Language Model Prior Correction
Paper
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2104.03006
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Published
Why does CTC result in peaky behavior?
Paper
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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
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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
Paper
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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
Paper
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1606.06871
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Published
dthulke
authored
7
papers
over 1 year ago
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog
Paper
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2106.07275
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Published
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change
Paper
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2401.09646
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Published
•
17
On Sampling-Based Training Criteria for Neural Language Modeling
Paper
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2104.10507
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Published
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
Paper
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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
Paper
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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