Katrin Kirchhoff
41 papers · 2003–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20) π Renaissance Researcher (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Conference Polyglot
(9)
πΊοΈ
Taxonomy Completionist
(20)
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Cross-Pollinator
(12)
π€
Dynamic Duo
(11)
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Keyword Champion
(2)
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Deep Specialist
(11)
π§¬
Topic Evolution
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Conference Pioneer
π₯
Unstoppable
(8)
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Prolific Year
(5)
ποΈ
Keyword Collector
(110)
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Century Club
(40)
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Trend Setter
Conferences
INTERSPEECH (14)
NAACL (9)
ACL (8)
EMNLP (4)
COLING (2)
AAAI (1)
AUTOML (1)
EACL (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
automatic speech recognition
(8)
speech recognition
(6)
language model
(3)
domain adaptation
(3)
large language model
(3)
masked language model
(2)
multi-task learning
(2)
speech processing
(2)
punctuation prediction
(2)
word error rate
(2)
context carry-over
(2)
language modeling
(2)
inference efficiency
(2)
self-supervised representation learning
(2)
machine translation
(1)
knowledge distillation
(1)
adversarial robustness
(1)
attention mechanism
(1)
self-supervised learning
(1)
continual learning
(1)
Papers
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems
ACL 2026
DeAL: Decoding-time Alignment for Large Language Models
ACL 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
AAAI 2025
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models
ACL 2024
Revisiting Convolution-free Transformer for Speech Recognition
INTERSPEECH 2024
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models
AUTOML 2024
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference
INTERSPEECH 2023
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer
INTERSPEECH 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
ACL 2023
Donβt Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
INTERSPEECH 2023
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems
INTERSPEECH 2022
Self-supervised Representation Learning for Speech Processing
NAACL 2022
Directed speech separation for automatic speech recognition of long form conversational speech
INTERSPEECH 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems
INTERSPEECH 2022
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling
ACL 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling
IJCNLP 2021
Speaker-Conversation Factorial Designs for Diarization Error Analysis
INTERSPEECH 2021
Adapting Long Context NLM for ASR Rescoring in Conversational Agents
INTERSPEECH 2021
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment
NAACL 2021
Masked Language Model Scoring
ACL 2020
Continual Learning for Multi-Dialect Acoustic Models
INTERSPEECH 2020
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech
INTERSPEECH 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR
ACL 2020
Speech Audio Super-Resolution for Speech Recognition
INTERSPEECH 2019
Multi-Stream Network with Temporal Attention for Environmental Sound Classification
INTERSPEECH 2019
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling
INTERSPEECH 2016
Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs
NAACL 2015
Submodularity for Data Selection in Machine Translation
EMNLP 2014
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
NAACL 2013
Using Document Summarization Techniques for Speech Data Subset Selection
NAACL 2013
Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation
COLING 2010
Graph-based Learning for Statistical Machine Translation
NAACL 2009
Beyond Log-Linear Models: Boosted Minimum Error Rate Training for N-best Re-ranking
ACL 2008
Data-Driven Graph Construction for Semi-Supervised Graph-Based Learning in NLP
NAACL 2007
Lexicon Acquisition for Dialectal Arabic Using Transductive Learning
EMNLP 2006
Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages
EACL 2006
Factored Neural Language Models
NAACL 2006
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing
EMNLP 2005
The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments
EMNLP 2005
Automatic Learning of Language Model Structure
COLING 2004
Factored Language Models and Generalized Parallel Backoff
NAACL 2003