large language model

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023 Exposing Attention Glitches with Flip-Flop Language Modeling NeurIPS 2023 Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023 Extensible Prompts for Language Models on Zero-shot Language Style Customization NeurIPS 2023 Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023 Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023 Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023 Fairness-guided Few-shot Prompting for Large Language Models NeurIPS 2023 FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions EMNLP 2023 Fast Inference from Transformers via Speculative Decoding ICML 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 Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023 Fiction-Writing Mode: An Effective Control for Human-Machine Collaborative Writing EACL 2023 “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text EMNLP 2023 Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation EMNLP 2023 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023 Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet EMNLP 2023 Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation NeurIPS 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023 FinGPT: Large Generative Models for a Small Language EMNLP 2023 FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information ACL 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023