Foundation Models

Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code EMNLP 2023 CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023 CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023 Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards AAAI 2023 CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra NeurIPS 2023 Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023 Complex Event Schema Induction with Knowledge-Enriched Diffusion Model EMNLP 2023 Complex Reasoning in Natural Language ACL 2023 Compositional Foundation Models for Hierarchical Planning NeurIPS 2023 ConceptFusion: Open-set multimodal 3D mapping RSS 2023 Context-faithful Prompting for Large Language Models EMNLP 2023 Controllable Mixed-Initiative Dialogue Generation through Prompting ACL 2023 Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023 Controlling Pre-trained Language Models for Grade-Specific Text Simplification EMNLP 2023 Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation WACV 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023 CREPE: Can Vision-Language Foundation Models Reason Compositionally? CVPR 2023 Critic-Guided Decoding for Controlled Text Generation ACL 2023 Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023 CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs ACL 2023 Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers ACL 2023 DarkBERT: A Language Model for the Dark Side of the Internet ACL 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023