Large Language Models

Lisbon Computational Linguists at SemEval-2024 Task 2: Using a Mistral-7B Model and Data Augmentation SemEval 2024 Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024 Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models COLING 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024 LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 Llama-VITS: Enhancing TTS Synthesis with Semantic Awareness COLING 2024 LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning CoRL 2024 LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024 LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation CVPR 2024 LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models EACL 2024 LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery ICML 2024 LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024 LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction EMNLP 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLM Circuit Analyses Are Consistent Across Training and Scale NeurIPS 2024 LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024 LLM-Empowered State Representation for Reinforcement Learning ICML 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024