Julian Hough

12 papers · 2014–2026 · 7 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Gold

🧬 Topic Evolution 🏆 Keyword Champion (2) 🌈 Renaissance Researcher (6) 🗃️ Keyword Collector (53) 💎 Century Club · Bronze

Venues

Interspeech (5) COLING (2) ACL (1) EACL (1) EMNLP (1) IJCNLP (1) SemEval (1)

Top co-authors

Matthew Purver (5) Morteza Rohanian (5) David Schlangen (4) Massimo Poesio (1) Angelika Maier (1) Saman Jayasinghe (1) Sina Zarrieß (1) Deshan Sumanathilaka (1) Casey Kennington (1) Ting Han (1)

Research topics

Natural Language Processing (8) Artificial Intelligence (7) Machine Learning (7) Core AI (7) Generation (5) Deep Learning (4) Core Methods (4) Speech & Audio (3) Learning Types (3) Understanding (3) Computer Vision (2) Healthcare & Medicine (2) Analysis (2) Applications (2) Architectures (2)

Keywords

disfluency detection (4) speech analysis (3) acoustic feature (3) long short-term memory (2) speech processing (2) multimodal learning (2) language modeling (2) alzheimer disease (2) incremental processing (2) utterance segmentation (2) multimodal fusion (2) language model (2) word sense disambiguation (1) deep learning (1) part-of-speech tagging (1) speech recognition (1) binary classification (1) automatic speech recognition (1) gesture recognition (1) logistic regression (1)

Papers

SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation SemEval 2026 Conceptual Pacts for Reference Resolution Using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues COLING 2024 Alzheimer’s Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Interspeech 2021 Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental ACL 2021 Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech Interspeech 2021 Multi-Modal Fusion with Gating Using Audio, Lexical and Disfluency Features for Alzheimer’s Dementia Recognition from Spontaneous Speech Interspeech 2020 Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning COLING 2020 Detecting Depression with Word-Level Multimodal Fusion Interspeech 2019 Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL 2017 Natural Language Informs the Interpretation of Iconic Gestures: A Computational Approach IJCNLP 2017 Towards Deep End-of-Turn Prediction for Situated Spoken Dialogue Systems Interspeech 2017 Strongly Incremental Repair Detection EMNLP 2014