Foundation Models

Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation ACL 2024 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024 Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models NeurIPS 2024 Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation EMNLP 2024 Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024 Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024 SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024 SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models Interspeech 2024 SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NeurIPS 2024 SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NeurIPS 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline ACL 2024 Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024 Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NeurIPS 2024 TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024 TAIA: Large Language Models are Out-of-Distribution Data Learners NeurIPS 2024 Task-agnostic Distillation of Encoder-Decoder Language Models COLING 2024 Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024 TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 Teaching Arithmetic to Small Transformers ICLR 2024 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 Teaching Robots with Show and Tell: Using Foundation Models to Synthesize Robot Policies from Language and Visual Demonstration CoRL 2024