Foundation Models

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NeurIPS 2023 Probabilistic Prompt Learning for Dense Prediction CVPR 2023 Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023 Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023 Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023 Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023 Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge EMNLP 2023 Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization Interspeech 2023 Prompting with Pseudo-Code Instructions EMNLP 2023 Propagating Knowledge Updates to LMs Through Distillation NeurIPS 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling ICML 2023 QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023 QASA: Advanced Question Answering on Scientific Articles ICML 2023 Quantum Bayesian Optimization NeurIPS 2023 QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023 Ranking LLM-Generated Loop Invariants for Program Verification EMNLP 2023 Rating Short L2 Essays on the CEFR Scale with GPT-4 ACL 2023 RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms EMNLP 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023 ReDASPersuasion at SemEval-2023 Task 3: Persuasion Detection using Multilingual Transformers and Language Agnostic Features SemEval 2023 Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods Interspeech 2023 ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023 RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023