Large Language Models

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NeurIPS 2024 Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia EMNLP 2024 Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NeurIPS 2024 Scaling Laws of RoPE-based Extrapolation ICLR 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NeurIPS 2024 Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024 Scaling Properties of Speech Language Models EMNLP 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024 SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models ICML 2024 SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NeurIPS 2024 SciPara: A New Dataset for Investigating Paragraph Discourse Structure in Scientific Papers EACL 2024 SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024 SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions EMNLP 2024 SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024 Se2: Sequential Example Selection for In-Context Learning ACL 2024 SeaLLMs - Large Language Models for Southeast Asia ACL 2024 Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024 Secret Collusion among AI Agents: Multi-Agent Deception via Steganography NeurIPS 2024 SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024