Large Language Models

In-Context Learning for Text Classification with Many Labels EMNLP 2023 In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023 Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023 InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023 InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback NeurIPS 2023 Interpreting Answers to Yes-No Questions in User-Generated Content EMNLP 2023 INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023 In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages EMNLP 2023 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023 Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023 Is GPT-3 a Good Data Annotator? ACL 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification SemEval 2023 Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NeurIPS 2023 JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing EMNLP 2023 KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023 KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023 KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023 KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023 Language-Guided Music Recommendation for Video via Prompt Analogies CVPR 2023 Language Models are Realistic Tabular Data Generators ICLR 2023 Language Models are Weak Learners NeurIPS 2023