| 2026 | ACL | CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems. | Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, Xiaoxiao Ma, Shawn Chang Xu, Fahimeh Saleh, Poorya Zaremoodi, Avirup Sil, Katrin Kirchhoff |
| 2025 | AAAI | CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation. | Han He, Qianchu Liu, Lei Xu, Chaitanya Shivade, Yi Zhang, Sundararajan Srinivasan, Katrin Kirchhoff |
| 2025 | ACL | DeAL: Decoding-time Alignment for Large Language Models. | James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth |
| 2025 | ICASSP | Zero-resource Speech Translation and Recognition with LLMs. | Karel Mundnich, Xing Niu, Prashant Mathur, Srikanth Ronanki, Brady Houston, Veera Raghavendra Elluru, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Anshu Bhatia, Daniel Garcia-Romero, Kyu J. Han, Katrin Kirchhoff |
| 2024 | ACL | SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. | Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff |
| 2024 | Interspeech | Revisiting Convolution-free Transformer for Speech Recognition. | Zejiang Hou, Goeric Huybrechts, Anshu Bhatia, Daniel Garcia-Romero, Kyu J. Han, Katrin Kirchhoff |
| 2023 | ACL | Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale. | Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth |
| 2023 | ICASSP | Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation. | Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff |
| 2023 | Interspeech | A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. | Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff |
| 2023 | Interspeech | Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters. | Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff |
| 2023 | Interspeech | DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer. | Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff |
| 2022 | ICASSP | Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. | Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff |
| 2022 | ICASSP | Enhancing Contrastive Learning with Temporal Cognizance for Audio-Visual Representation Generation. | Chandrashekhar Lavania, Shiva Sundaram, Sundararajan Srinivasan, Katrin Kirchhoff |
| 2022 | ICASSP | Representation Learning Through Cross-Modal Conditional Teacher-Student Training For Speech Emotion Recognition. | Sundararajan Srinivasan, Zhaocheng Huang, Katrin Kirchhoff |
| 2022 | Interspeech | Contextual Acoustic Barge-In Classification for Spoken Dialog Systems. | Dhanush Bekal, Sundararajan Srinivasan, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff |
| 2022 | Interspeech | Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. | Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff |
| 2022 | Interspeech | Directed speech separation for automatic speech recognition of long form conversational speech. | Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff, Daniel Garcia-Romero |
| 2021 | ASRU | Remember the Context! ASR Slot Error Correction Through Memorization. | Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff |
| 2021 | ICASSP | Transformer-Transducers for Code-Switched Speech Recognition. | Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff |
| 2021 | ICASSP | Neural Inverse Text Normalization. | Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff |
| 2021 | Interspeech | Speaker-Conversation Factorial Designs for Diarization Error Analysis. | Scott Seyfarth, Sundararajan Srinivasan, Katrin Kirchhoff |
| 2021 | Interspeech | Adapting Long Context NLM for ASR Rescoring in Conversational Agents. | Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff |
| 2021 | NAACL | Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment. | Ethan A. Chi, Julian Salazar, Katrin Kirchhoff |
| 2020 | ACL | Masked Language Model Scoring. | Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff |
| 2020 | AMTA | Unsupervised Translation Disambiguation for Cross-Domain Statistical Machine Translation. | Mei Yang, Katrin Kirchhoff |
| 2020 | ICASSP | Deep Contextualized Acoustic Representations for Semi-Supervised Speech Recognition. | Shaoshi Ling, Yuzong Liu, Julian Salazar, Katrin Kirchhoff |
| 2020 | Interspeech | Continual Learning for Multi-Dialect Acoustic Models. | Brady Houston, Katrin Kirchhoff |
| 2020 | Interspeech | Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech. | Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff |
| 2019 | ICASSP | Self-attention Networks for Connectionist Temporal Classification in Speech Recognition. | Julian Salazar, Katrin Kirchhoff, Zhiheng Huang |
| 2019 | Interspeech | Speech Audio Super-Resolution for Speech Recognition. | Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff |
| 2019 | Interspeech | Multi-Stream Network with Temporal Attention for Environmental Sound Classification. | Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff |
| 2019 | SIGdial | Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. | Arshit Gupta, John Hewitt, Katrin Kirchhoff |
| 2018 | AMTA | Context Models for OOV Word Translation in Low-Resource Languages. | Angli Liu, Katrin Kirchhoff |
| 2016 | AMIA | Crowdsourced Evaluation of Medical Texts Simplified by Medical Trainees. | Yong K. Choi, Anne M. Turner, Katrin Kirchhoff |
| 2016 | Interspeech | Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling. | Yuzong Liu, Katrin Kirchhoff |
| 2015 | ASRU | Acoustic modeling with neural graph embeddings. | Yuzong Liu, Katrin Kirchhoff |
| 2015 | CSCW | Evaluating Groupware Prototypes with Discount Methods. | Kristin Dew, Anne M. Turner, Loma Desai, Nathalie Martin, Katrin Kirchhoff |
| 2015 | Interspeech | SVitchboard II and fiSVer i: high-quality limited-complexity corpora of conversational English speech. | Yuzong Liu, Rishabh K. Iyer, Katrin Kirchhoff, Jeff A. Bilmes |
| 2015 | NAACL | Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs. | Katrin Kirchhoff, Yik-Cheung Tam, Colleen Richey, Wen Wang |
| 2014 | EMNLP | Submodularity for Data Selection in Machine Translation. | Katrin Kirchhoff, Jeff A. Bilmes |
| 2014 | ICASSP | Unsupervised submodular subset selection for speech data. | Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes |
| 2014 | ICASSP | Submodular subset selection for large-scale speech training data. | Kai Wei, Yuzong Liu, Katrin Kirchhoff, Chris D. Bartels, Jeff A. Bilmes |
| 2014 | Interspeech | Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. | Heike Adel, Katrin Kirchhoff, Ngoc Thang Vu, Dominic Telaar, Tanja Schultz |
| 2014 | Interspeech | Combining recurrent neural networks and factored language models during decoding of code-Switching speech. | Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, Tanja Schultz |
| 2013 | CHI | A web-based collaborative translation management system for public health workers. | Adrian Laurenzi, Megumu Brownstein, Anne M. Turner, Katrin Kirchhoff, Julie A. Kientz |
| 2013 | ICASSP | Submodular feature selection for high-dimensional acoustic score spaces. | Yuzong Liu, Kai Wei, Katrin Kirchhoff, Yisong Song, Jeff A. Bilmes |
| 2013 | Interspeech | Classification of developmental disorders from speech signals using submodular feature selection. | Katrin Kirchhoff, Yuzong Liu, Jeff A. Bilmes |
| 2013 | Interspeech | Graph-based semi-supervised learning for phone and segment classification. | Yuzong Liu, Katrin Kirchhoff |
| 2013 | NAACL | Using Document Summarization Techniques for Speech Data Subset Selection. | Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes |
| 2012 | EAMT | Evaluating User Preferences in Machine Translation Using Conjoint Analysis. | Katrin Kirchhoff, Daniel Capurro, Anne M. Turner |
| 2012 | UAI | Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra. | Ajit P. Singh, John T. Halloran, Jeff A. Bilmes, Katrin Kirchhoff, William Stafford Noble |
| 2011 | Interspeech | Phonetic Classification Using Controlled Random Walks. | Katrin Kirchhoff, Andrei Alexandrescu |
| 2010 | COLING | Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation. | Mei Yang, Katrin Kirchhoff |
| 2010 | SIGdial | Hand Gestures in Disambiguating Types of You Expressions in Multiparty Meetings. | Tyler Baldwin, Joyce Yue Chai, Katrin Kirchhoff |
| 2009 | ICMI | Communicative gestures in coreference identification in multiparty meetings. | Tyler Baldwin, Joyce Y. Chai, Katrin Kirchhoff |
| 2009 | NAACL | Graph-based Learning for Statistical Machine Translation. | Andrei Alexandrescu, Katrin Kirchhoff |
| 2008 | ACL | Beyond Log-Linear Models: Boosted Minimum Error Rate Training for N-best Re-ranking. | Kevin Duh, Katrin Kirchhoff |
| 2008 | Interspeech | Development of the SRI/nightingale Arabic ASR system. | Dimitra Vergyri, Arindam Mandal, Wen Wang, Andreas Stolcke, Jing Zheng, Martin Graciarena, David Rybach, Christian Gollan, Ralf Schlter, Katrin Kirchhoff, Arlo Faria, Nelson Morgan |
| 2008 | SIGIR | Learning to rank with partially-labeled data. | Kevin Duh, Katrin Kirchhoff |
| 2007 | ASRU | Graph-based learning for phonetic classification. | Andrei Alexandrescu, Katrin Kirchhoff |
| 2007 | ASRU | OOV detection by joint word/phone lattice alignment. | Hui Lin, Jeff A. Bilmes, Dimitra Vergyri, Katrin Kirchhoff |
| 2007 | Interspeech | Attention shift decoding for conversational speech recognition. | Raghunandan Kumaran, Jeff A. Bilmes, Katrin Kirchhoff |
| 2007 | NAACL | Data-Driven Graph Construction for Semi-Supervised Graph-Based Learning in NLP. | Andrei Alexandrescu, Katrin Kirchhoff |
| 2006 | AMTA | Ambiguity Reduction for Machine Translation: Human-Computer Collaboration. | Marcus Sammer, Kobi Reiter, Stephen Soderland, Katrin Kirchhoff, Oren Etzioni |
| 2006 | EACL | Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages. | Mei Yang, Katrin Kirchhoff |
| 2006 | EMNLP | Lexicon Acquisition for Dialectal Arabic Using Transductive Learning. | Kevin Duh, Katrin Kirchhoff |
| 2006 | ICASSP | The Vocal Joystick. | Jeff A. Bilmes, Jonathan Malkin, Xiao Li, Susumu Harada, Kelley Kilanski, Katrin Kirchhoff, Richard Wright, Amarnag Subramanya, James A. Landay, Patricia Dowden, Howard Chizeck |
| 2006 | NAACL | Factored Neural Language Models. | Andrei Alexandrescu, Katrin Kirchhoff |
| 2005 | ACL | Improved Language Modeling for Statistical Machine Translation. | Katrin Kirchhoff, Mei Yang |
| 2005 | ICASSP | Landmark-Based Speech Recognition: Report of the 2004 Johns Hopkins Summer Workshop. | Mark Hasegawa-Johnson, James Baker, Sarah Borys, Ken Chen, Emily Coogan, Steven Greenberg, Amit Juneja, Katrin Kirchhoff, Karen Livescu, Srividya Mohan, Jennifer Muller, M. Kemal Snmez, Tianyu Wang |
| 2005 | Interspeech | Genetic triangulation of graphical models for speech and language processing. | Chris D. Bartels, Kevin Duh, Jeff A. Bilmes, Katrin Kirchhoff, Simon King |
| 2005 | Interspeech | Development of a conversational telephone speech recognizer for Levantine Arabic. | Dimitra Vergyri, Katrin Kirchhoff, Venkata Ramana Rao Gadde, Andreas Stolcke, Jing Zheng |
| 2005 | NAACL | The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments. | Jeff A. Bilmes, Xiao Li, Jonathan Malkin, Kelley Kilanski, Richard Wright, Katrin Kirchhoff, Amar Subramanya, Susumu Harada, James A. Landay, Patricia Dowden, Howard Chizeck |
| 2004 | COLING | Automatic Learning of Language Model Structure. | Kevin Duh, Katrin Kirchhoff |
| 2004 | ICASSP | Cross-dialectal acoustic data sharing for Arabic speech recognition. | Katrin Kirchhoff, Dimitra Vergyri |
| 2004 | Interspeech | Morphology-based language modeling for arabic speech recognition. | Dimitra Vergyri, Katrin Kirchhoff, Kevin Duh, Andreas Stolcke |
| 2003 | ICASSP | Novel approaches to Arabic speech recognition: report from the 2002 Johns-Hopkins Summer Workshop. | Katrin Kirchhoff, Jeff A. Bilmes, Sourin Das, Nicolae Duta, Melissa Egan, Gang Ji, Feng He, John Henderson, Daben Liu, Mohammed Noamany, Patrick Schone, Richard M. Schwartz, Dimitra Vergyri |
| 2003 | ICASSP | Multi-stream language identification using data-driven dependency selection. | Sonia Parandekar, Katrin Kirchhoff |
| 2003 | NAACL | Factored Language Models and Generalized Parallel Backoff. | Jeff A. Bilmes, Katrin Kirchhoff |
| 2002 | ICASSP | Mixed-memory Markov models for Automatic Language Identification. | Katrin Kirchhoff, Sonia Parandekar, Jeff A. Bilmes |
| 2002 | Interspeech | The 2001 GMTK-based SPINE ASR system. | zgr etin, Harriet J. Nock, Katrin Kirchhoff, Jeff A. Bilmes, Mari Ostendorf |
| 2002 | Interspeech | Low-resource noise-robust feature post-processing on Aurora 2.0. | Chia-Ping Chen, Jeff A. Bilmes, Katrin Kirchhoff |
| 2001 | Interspeech | Multi-stream statistical n-gram modeling with application to automatic language identification. | Katrin Kirchhoff, Sonia Parandekar |
| 2000 | ICASSP | Conversational speech recognition using acoustic and articulatory input. | Katrin Kirchhoff, Gernot A. Fink, Gerhard Sagerer |
| 2000 | Interspeech | Directed graphical models of classifier combination: application to phone recognition. | Jeff A. Bilmes, Katrin Kirchhoff |
| 2000 | Interspeech | Speech analysis by rule extraction from trained artificial neural networks. | Katrin Kirchhoff |
| 1999 | ICASSP | Dynamic classifier combination in hybrid speech recognition systems using utterance-level confidence values. | Katrin Kirchhoff, Jeff A. Bilmes |
| 1998 | Interspeech | Combining articulatory and acoustic information for speech recognition in noisy and reverberant environments. | Katrin Kirchhoff |
| 1996 | Interspeech | Syllable-level desynchronisation of phonetic features for speech recognition. | Katrin Kirchhoff |