Gary Lee
36 papers · 2024–2026 · 5 venues · across top CS/AI venues
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reinforcement learning
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retrieval-augmented generation
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large language model
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data augmentation
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information retrieval
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multi-task learning
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automated essay scoring
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dialogue system
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supervised fine-tuning
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natural language processing
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direct preference optimization
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text-to-speech synthesis
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speech recognition
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cross-lingual transfer
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language model
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reading comprehension
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low-resource language
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contrastive learning
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autoregressive model
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multi-hop reasoning
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Papers
Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search
ACL 2026
A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation
ACL 2026
Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items?
ACL 2026
Difficulty-Controllable Cloze Question Distractor Generation
ACL 2026
Exploring Iterative Controllable Summarization with Large Language Models
EACL 2026
Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models
ACL 2026
Mixture-of-Experts with Intermediate CTC Supervision for Accented Speech Recognition
ACL 2026
DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction
ACL 2025
DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
NAACL 2025
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
ACL 2025
GuRE:Generative Query REwriter for Legal Passage Retrieval
EMNLP 2025
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor
NAACL 2025
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning
EMNLP 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection
EMNLP 2025
MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries
EMNLP 2025
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
EMNLP 2025
Multi-Facet Blending for Faceted Query-by-Example Retrieval
ACL 2025
Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning
NAACL 2025
PanicToCalm: A Proactive Counseling Agent for Panic Attacks
EMNLP 2025
PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona
NAACL 2025
Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis
EMNLP 2025
Prompt-Guided Selective Masking Loss for Context-Aware Emotive Text-to-Speech
NAACL 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation
ACL 2025
Revisiting Early Detection of Sexual Predators via Turn-level Optimization
NAACL 2025
Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection
ACL 2025
Self-Correcting Code Generation Using Small Language Models
EMNLP 2025
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
IJCNLP 2025
Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring
NAACL 2025
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents
NAACL 2024
Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech
EMNLP 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards
EMNLP 2024
Autoregressive Score Generation for Multi-trait Essay Scoring
EACL 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing
EMNLP 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages
EMNLP 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning
ACL 2024
Multi-Level Attention Aggregation for Language-Agnostic Speaker Replication
EACL 2024