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Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts Interspeech 2025 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation Interspeech 2025 Automatic Identification of Code-Switching Functions in Speech Transcripts ACL 2023 PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts Interspeech 2023 Video Summarization Leveraging Multimodal Information for Presentations Interspeech 2023 Automated Evaluation of Standardized Dementia Screening Tests Interspeech 2022 End-to-end Spoken Conversational Question Answering: Task, Dataset and Model NAACL 2022 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022 Discriminative Self-Training for Punctuation Prediction Interspeech 2021 Neural Text Denormalization for Speech Transcripts Interspeech 2021 Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease AACL 2020 Joint Prediction of Punctuation and Disfluency in Speech Transcripts Interspeech 2020 The importance of fillers for text representations of speech transcripts EMNLP 2020 Entity resolution for noisy ASR transcripts EMNLP 2019 Noisy BiLSTM-Based Models for Disfluency Detection Interspeech 2019 Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts Interspeech 2018 Disfluency Detection using Auto-Correlational Neural Networks EMNLP 2018 German Dialect Identification Using Classifier Ensembles COLING 2018 Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model ACL 2017 Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts ACL 2017