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Foundation Models

4,845 papers

Papers per year

Papers

DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery CVPR 2024
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024
Fostering the Ecosystem of Open Neural Encoders for Portuguese with Albertina PT* Family COLING 2024
S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024
GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024
Interfacing Foundation Models' Embeddings NIPS 2024
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024
QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024
LLMs are Good Sign Language Translators CVPR 2024
Self-Regulated Sample Diversity in Large Language Models NAACL 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024
Context versus Prior Knowledge in Language Models ACL 2024
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild CVPR 2024
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024
How Do Moral Emotions Shape Political Participation? A Cross-Cultural Analysis of Online Petitions Using Language Models ACL 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NIPS 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off NIPS 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024