 CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT VolumesIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Theo Di Piazza |
 FLAP: Flow-Adhering Planning with Constrained Decoding in LLMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
 DREAM: Debugging and Repairing AutoML PipelinesACM Transactions on Software Engineering and Methodology (TOSEM), 2023 |
 Accented Speech Recognition With Accent-specific CodebooksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Parameter Efficient Audio Captioning With Faithful Guidance Using
Audio-text Shared Latent RepresentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Self-Evaluation Guided Beam Search for ReasoningNeural Information Processing Systems (NeurIPS), 2023 |
 Constructing Tree-based Index for Efficient and Effective Dense
RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 |
 Faithfulness-Aware Decoding Strategies for Abstractive SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Why do Nearest Neighbor Language Models Work?International Conference on Machine Learning (ICML), 2023 |
 Don't Be So Sure! Boosting ASR Decoding via Confidence RelaxationAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Best- Search Algorithm for Neural Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 SentBS: Sentence-level Beam Search for Controllable SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Mutual Information Alleviates Hallucinations in Abstractive
SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 CTC Alignments Improve Autoregressive TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 |
 Twist Decoding: Diverse Generators Guide Each OtherConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 A Call for Clarity in Beam Search: How It Works and When It StopsInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 Conditional Poisson Stochastic Beam SearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
 PlaTe: Visually-Grounded Planning with Transformers in Procedural TasksIEEE Robotics and Automation Letters (RA-L), 2021 |
 Defending Against Backdoor Attacks in Natural Language GenerationAAAI Conference on Artificial Intelligence (AAAI), 2021 |
 Searchable Hidden Intermediates for End-to-End Models of Decomposable
Sequence TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Machine Translation Decoding beyond Beam SearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
 Searching for Search Errors in Neural Morphological InflectionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
 Fast offline Transformer-based end-to-end automatic speech recognition
for real-world applicationsETRI Journal (ETRI J.), 2021 |
 If beam search is the answer, what was the question?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
