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Foundation Models

4,845 papers

Papers per year

Papers

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
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024
HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs EMNLP 2024
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024
BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024
Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024
Unsupervised Human Preference Learning EMNLP 2024
Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024