Foundation Models

Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 Decoding-Time Language Model Alignment with Multiple Objectives NeurIPS 2024 Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm ACL 2024 Deconstructing In-Context Learning: Understanding Prompts via Corruption COLING 2024 DEEM: Dynamic Experienced Expert Modeling for Stance Detection COLING 2024 Deep Fusion: Efficient Network Training via Pre-trained Initializations ICML 2024 Deep Homography Estimation for Visual Place Recognition AAAI 2024 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning CVPR 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NeurIPS 2024 DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024 Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models RSS 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 DePLM: Denoising Protein Language Models for Property Optimization NeurIPS 2024 DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NeurIPS 2024 Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024 Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024 Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models NAACL 2024 Development of Cognitive Intelligence in Pre-trained Language Models EMNLP 2024 DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024 DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation COLING 2024 DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 Diff-BGM: A Diffusion Model for Video Background Music Generation CVPR 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NeurIPS 2024