Large Language Models

Pipeline for modeling causal beliefs from natural language ACL 2023 PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023 Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention EMNLP 2023 PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023 PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023 PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NeurIPS 2023 PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change NeurIPS 2023 Planning with Large Language Models for Code Generation ICLR 2023 Plug-and-Play Document Modules for Pre-trained Models ACL 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023 POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023 Post Turing: Mapping the landscape of LLM Evaluation EMNLP 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023 PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023 Predicting the Quality of Revisions in Argumentative Writing ACL 2023 Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models ICLR 2023 Pre-Training to Learn in Context ACL 2023 Primacy Effect of ChatGPT EMNLP 2023 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023 Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023 Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning ACL 2023 Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023 Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023