Large Language Models

Is GPT-3 a Good Data Annotator? ACL 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP 2023 Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023 Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NeurIPS 2023 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023 Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications EMNLP 2023 “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023 KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023 KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023 Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023 Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NeurIPS 2023 Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ACL 2023 LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NeurIPS 2023 Language acquisition: do children and language models follow similar learning stages? ACL 2023 Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought ICLR 2023 Language models are multilingual chain-of-thought reasoners ICLR 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Language Models can Solve Computer Tasks NeurIPS 2023 Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers EMNLP 2023 Large Language Models are Human-Level Prompt Engineers ICLR 2023 Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023 Large Language Models Are Reasoning Teachers ACL 2023 Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023 Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NeurIPS 2023