Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
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2505.15633
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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
Recent Activity
rwth-i6's activity
dthulke
authored
a
paper
8 days ago
dthulke
authored
a
paper
3 months ago
albertzeyer
updated
a
model
4 months ago
albertzeyer
published
a
model
4 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
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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
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2005.09336
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Published
A study of latent monotonic attention variants
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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
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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
6
papers
over 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?
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2210.13700
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Published