← Authors

Katrin Kirchhoff

40 papers · 2003–2025 · 9 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (22) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (20) 🐝 Cross-Pollinator (12) 🀝 Dynamic Duo (11) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (110) πŸ’Ž Century Club (40) πŸ“ˆ Trend Setter

Conferences

INTERSPEECH (14) NAACL (9) ACL (7) EMNLP (4) COLING (2) AAAI (1) AUTOML (1) EACL (1) IJCNLP (1)

Top co-authors

Sravan Bodapati (11) Srikanth Ronanki (7) Sundararajan Srinivasan (5) Saket Dingliwal (4) Ashish Shenoy (4) Kevin Duh (3) Andrei Alexandrescu (3) Monica Sunkara (3) Karthik Gopalakrishnan (3) Daniel Garcia-Romero (3)

Research topics

Speech & Audio (1)

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

DeAL: Decoding-time Alignment for Large Language Models ACL 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models AUTOML 2024
Revisiting Convolution-free Transformer for Speech Recognition INTERSPEECH 2024
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 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
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters INTERSPEECH 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023
Self-supervised Representation Learning for Speech Processing NAACL 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems INTERSPEECH 2022
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems INTERSPEECH 2022
Directed speech separation for automatic speech recognition of long form conversational speech INTERSPEECH 2022
Adapting Long Context NLM for ASR Rescoring in Conversational Agents INTERSPEECH 2021
Speaker-Conversation Factorial Designs for Diarization Error Analysis INTERSPEECH 2021
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
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment NAACL 2021
Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
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
Multi-Stream Network with Temporal Attention for Environmental Sound Classification INTERSPEECH 2019
Speech Audio Super-Resolution for Speech Recognition 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
Factored Neural Language Models NAACL 2006
Lexicon Acquisition for Dialectal Arabic Using Transductive Learning EMNLP 2006
Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages EACL 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