Large Language Models

Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024 Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 End-to-End Ontology Learning with Large Language Models NeurIPS 2024 Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024 Enhancing Cross Text-Molecule Learning by Self-Augmentation ACL 2024 Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024 Enhancing In-context Learning via Linear Probe Calibration AISTATS 2024 Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024 Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024 Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024 Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy AAAI 2024 Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation EACL 2024 Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024 Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration EMNLP 2024 EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NeurIPS 2024 Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ACL 2024 Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding NeurIPS 2024 Evaluating Diversity in Automatic Poetry Generation EMNLP 2024 Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization EMNLP 2024 Evaluating Large Language Models on Wikipedia-Style Survey Generation ACL 2024 Evaluating Readability and Faithfulness of Concept-based Explanations EMNLP 2024 Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ ACL 2024 Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ACL 2024 Every Answer Matters: Evaluating Commonsense with Probabilistic Measures ACL 2024