Foundation Models

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023 Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023 Exploring Linguistic Probes for Morphological Generalization EMNLP 2023 Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach EMNLP 2023 Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation Interspeech 2023 Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023 Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages EACL 2023 ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023 Extracting Reward Functions from Diffusion Models NeurIPS 2023 FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NeurIPS 2023 Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023 Fine-Grained Human Feedback Gives Better Rewards for Language Model Training NeurIPS 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023 Focused Transformer: Contrastive Training for Context Scaling NeurIPS 2023 Foundation Model for Material Science AAAI 2023 Foundation Model is Efficient Multimodal Multitask Model Selector NeurIPS 2023 Foundation Models and Fair Use JMLR 2023 Fractional Denoising for 3D Molecular Pre-training ICML 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023 Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning CVPR 2023 FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning ICML 2023 Gaussian Process Probes (GPP) for Uncertainty-Aware Probing NeurIPS 2023