Large Language Models

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions EMNLP 2024 From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024 From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NeurIPS 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024 From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems ICML 2024 From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024 FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting SemEval 2024 Functional Interpolation for Relative Positions improves Long Context Transformers ICLR 2024 Functionality learning through specification instructions EMNLP 2024 Function Vectors in Large Language Models ICLR 2024 Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey ACL 2024 Fundamental Limitations of Alignment in Large Language Models ICML 2024 FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning ICML 2024 FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024 FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving NeurIPS 2024 FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain SemEval 2024 GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting ICML 2024 GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection ICML 2024 GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024 GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps NeurIPS 2024