Large Language Models

Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023 Leveraging Large Language Models for Multiple Choice Question Answering ICLR 2023 Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023 Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023 LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models ACL 2023 LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP 2023 LLMDet: A Third Party Large Language Models Generated Text Detection Tool EMNLP 2023 LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023 LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023 LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023 LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023 LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023 Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023 Long Horizon Temperature Scaling ICML 2023 Long-Tailed Question Answering in an Open World ACL 2023 Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023 Manipulating the Perceived Personality Traits of Language Models EMNLP 2023 Mapping Brains with Language Models: A Survey ACL 2023 Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models ACL 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023