Foundation Models

Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NeurIPS 2024 Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024 Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NeurIPS 2024 Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024 Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank COLING 2024 Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NeurIPS 2024 Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding ACL 2024 Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models ICML 2024 Enhancing Text-to-SQL Capabilities of Large Language Models through Tailored Promptings COLING 2024 Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024 Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024 EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario COLING 2024 Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms ICLR 2024 Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning ICML 2024 ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024 ESG-GPT:GPT4-Based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification COLING 2024 ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024 ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024 ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation NeurIPS 2024 ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections ICML 2024 EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024 European Language Grid: One Year after COLING 2024 EvalCrafter: Benchmarking and Evaluating Large Video Generation Models CVPR 2024 Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers EMNLP 2024 Evaluating Extrapolation Ability of Large Language Model in Chemical Domain ACL 2024