Large Language Models

Long-form factuality in large language models NeurIPS 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 2024 LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NeurIPS 2024 LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ACL 2024 LoRA Meets Dropout under a Unified Framework ACL 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024 Low-Cost Generation and Evaluation of Dictionary Example Sentences NAACL 2024 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024 LQER: Low-Rank Quantization Error Reconstruction for LLMs ICML 2024 LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ACL 2024 LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues NAACL 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024 M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024 Machine Translation Metrics Are Better in Evaluating Linguistic Errors on LLMs than on Encoder-Decoder Systems EMNLP 2024 Machine Unlearning of Pre-trained Large Language Models ACL 2024 Macro-descriptors for Alzheimer's disease detection using large language models Interspeech 2024 MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024 MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight SemEval 2024 Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners ACL 2024