large language model

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations EMNLP 2022 Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022 HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL 2022 How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022 How Large Language Models are Transforming Machine-Paraphrase Plagiarism EMNLP 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation COLING 2022 Improving Zero-Shot Multilingual Text Generation via Iterative Distillation COLING 2022 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 Inner Monologue: Embodied Reasoning through Planning with Language Models CoRL 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text ACL 2022 Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022 Just Fine-tune Twice: Selective Differential Privacy for Large Language Models EMNLP 2022 Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents ICML 2022 Language Models Understand Us, Poorly EMNLP 2022 Large language models are few-shot clinical information extractors EMNLP 2022 Large Language Models are Zero-Shot Reasoners NeurIPS 2022 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022 Learning From Arabic Corpora But Not Always From Arabic Speakers: A Case Study of the Arabic Wikipedia Editions EMNLP 2022 Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022 LM-CORE: Language Models with Contextually Relevant External Knowledge NAACL 2022 LoRA: Low-Rank Adaptation of Large Language Models ICLR 2022