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Foundation Models

4,845 papers

Papers per year

Papers

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024
LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024
Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024
End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024
Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024
GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields CVPR 2024
EmpathicStories++: A Multimodal Dataset for Empathy Towards Personal Experiences ACL 2024
WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models COLING 2024
Any-dimensional equivariant neural networks AISTATS 2024
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics NIPS 2024
Quadratic Quantum Variational Monte Carlo NIPS 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024
Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis INTERSPEECH 2024
LFED: A Literary Fiction Evaluation Dataset for Large Language Models COLING 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration EMNLP 2024
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024
On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024
Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024
Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder INTERSPEECH 2024
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward IJCAI 2024