Hong Yu

Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026 LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ACL 2026 PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning AAAI 2026 Semantic-Augmented Image Clustering via Adaptive Multi-Modal Collaboration AAAI 2026 MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills EACL 2026 ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care AAAI 2026 Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025 MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback NAACL 2025 RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025 DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge EMNLP 2025 AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework EMNLP 2025 Chatbot To Help Patients Understand Their Health EMNLP 2025 ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025 SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025 Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025 SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization EMNLP 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History EMNLP 2024 Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024 Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024 NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ACL 2024 Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation ACL 2024 LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024 LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024 SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking EACL 2024 Can Large Language Models Understand Context? EACL 2024 UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis NAACL 2024 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes NAACL 2024 ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection NAACL 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair INTERSPEECH 2023 UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ACL 2023 Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond ACL 2023 Referring to Screen Texts with Voice Assistants ACL 2023 Generating User-Engaging News Headlines ACL 2023 Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information ACL 2023 SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023 HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NIPS 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 MARRS: Multimodal Reference Resolution System EMNLP 2023 Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors IJCAI 2023 Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022 Generation of Patient After-Visit Summaries to Support Physicians COLING 2022 MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022 Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 Improving Formality Style Transfer with Context-Aware Rule Injection IJCNLP 2021 Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021 CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues NAACL 2021 Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020 MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020 ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network AAAI 2020 Conversational Machine Comprehension: a Literature Review COLING 2020 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 Calibrating Structured Output Predictors for Natural Language Processing ACL 2020 Generating Accurate Electronic Health Assessment from Medical Graph EMNLP 2020 Conversational Semantic Parsing for Dialog State Tracking EMNLP 2020 Bacteria Biotope Relation Extraction via Lexical Chains and Dependency Graphs EMNLP 2019 Generating Classical Chinese Poems from Vernacular Chinese IJCNLP 2019 Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019 Clinical Judgement Study using Question Answering from Electronic Health Records MLHC 2019 Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds IJCNLP 2019 Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019 Self-Weighted Multi-View Clustering with Deep Matrix Factorization ACML 2019 Co-regularized Multi-view Subspace Clustering ACML 2018 Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018 Sentence Simplification with Memory-Augmented Neural Networks NAACL 2018 Adversarial Network Bottleneck Features for Noise Robust Speaker Verification INTERSPEECH 2017 Neural Semantic Encoders EACL 2017 Neural Tree Indexers for Text Understanding EACL 2017 Meta Networks ICML 2017 Structured prediction models for RNN based sequence labeling in clinical text EMNLP 2016 Bidirectional RNN for Medical Event Detection in Electronic Health Records NAACL 2016 Building an Evaluation Scale using Item Response Theory EMNLP 2016 Integrated Spoofing Countermeasures and Automatic Speaker Verification: An Evaluation on ASVspoof 2015 INTERSPEECH 2016 Key Concept Identification for Medical Information Retrieval EMNLP 2015 BioEx: A Novel User-Interface that Accesses Images from Abstract Sentences NAACL 2006 Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentences EMNLP 2003