Large Language Models

Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023 FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023 Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023 Faith and Fate: Limits of Transformers on Compositionality NeurIPS 2023 Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023 Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023 FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training IJCAI 2023 FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023 FELM: Benchmarking Factuality Evaluation of Large Language Models NeurIPS 2023 “Female Astronaut: Because sandwiches won’t make themselves up there”: Towards Multimodal misogyny detection in memes ACL 2023 ferret: a Framework for Benchmarking Explainers on Transformers EACL 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 FII SMART at SemEval 2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data SemEval 2023 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023 Finding Support Examples for In-Context Learning EMNLP 2023 Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model EACL 2023 Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023 Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models ACL 2023 FinGPT: Large Generative Models for a Small Language EMNLP 2023 FISH: A Financial Interactive System for Signal Highlighting EACL 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023 Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models EMNLP 2023