instruction tuning

LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023 MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023 Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CoNLL 2023 MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023 MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023 Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023 One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023 On the Exploitability of Instruction Tuning NeurIPS 2023 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023 PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023 PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NeurIPS 2023 Poisoning Language Models During Instruction Tuning ICML 2023 Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023 QA-NatVer: Question Answering for Natural Logic-based Fact Verification EMNLP 2023 RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023 Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023 Search Augmented Instruction Learning EMNLP 2023 Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 Skill-it! A data-driven skills framework for understanding and training language models NeurIPS 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ACL 2023 Symbol tuning improves in-context learning in language models EMNLP 2023 TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023 Task-aware Retrieval with Instructions ACL 2023