large language model

SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NeurIPS 2023 Show Me How It’s Done: The Role of Explanations in Fine-Tuning Language Models ACML 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts ACL 2023 Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023 Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL 2023 SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models ICML 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL 2023 Socratic Questioning of Novice Debuggers: A Benchmark Dataset and Preliminary Evaluations ACL 2023 Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023 Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion EMNLP 2023 Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023 SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs NeurIPS 2023 SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023 SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models UAI 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023 SpecTr: Fast Speculative Decoding via Optimal Transport NeurIPS 2023 Speculative Decoding with Big Little Decoder NeurIPS 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 Spelling convention sensitivity in neural language models EACL 2023 SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NeurIPS 2023 SPRING: Studying Papers and Reasoning to play Games NeurIPS 2023