James R. Glass
17 papers · 2005–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (28)
π
Conference Polyglot
(6)
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Academic Marathon
(20)
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Cross-Pollinator
(8)
π
Century Club
(17)
β‘
Prolific Year
(10)
Conferences
ICLR (7)
EMNLP (4)
ACL (3)
CVPR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
question answering
(2)
reinforcement learning
(1)
few-shot learning
(1)
preference learning
(1)
direct preference optimization
(1)
hallucination mitigation
(1)
knowledge graph
(1)
multimodal learning
(1)
passage retrieval
(1)
language model evaluation
(1)
knowledge graph question answering
(1)
audio-visual learning
(1)
graph embedding
(1)
temporal alignment
(1)
self-supervised learning
(1)
zero-shot learning
(1)
multimodal representation
(1)
prompt optimization
(1)
contrastive learning
(1)
Papers
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
ACL 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play
ACL 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment
CVPR 2025
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning
EMNLP 2025
Quantifying Generalization Complexity for Large Language Models
ICLR 2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
ICLR 2025
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
ICLR 2025
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
ICML 2025
THREAD: Thinking Deeper with Recursive Spawning
NAACL 2025
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
EMNLP 2024
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
ICLR 2024
Curiosity-driven Red-teaming for Large Language Models
ICLR 2024
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
EMNLP 2024
Listen, Think, and Understand
ICLR 2024
Contrastive Audio-Visual Masked Autoencoder
ICLR 2023
The MIT Spoken Lecture Processing Project
EMNLP 2005