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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

REFINER: Reasoning Feedback on Intermediate Representations EACL 2024
Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024
UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge EACL 2024
𝜇PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge EACL 2024
Can we obtain significant success in RST discourse parsing by using Large Language Models? EACL 2024
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks EACL 2024
RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024
A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024
Knowledge Generation for Zero-shot Knowledge-based VQA EACL 2024
Autoregressive Score Generation for Multi-trait Essay Scoring EACL 2024
Language is All a Graph Needs EACL 2024
A Proposal for Scaling the Scaling Laws EACL 2024
InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024
Evaluating Modular Dialogue System for Form Filling Using Large Language Models EACL 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction ECCV 2024
Prompts have evil twins EMNLP 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024
Scaling Properties of Speech Language Models EMNLP 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks EMNLP 2024
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models EMNLP 2024