conftrace_

instruction tuning

838 papers

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Also known as

IT

Co-occurring keywords

large language model (13587) language model (4599) multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) vision-language model (2348) low-resource language (2273) few-shot learning (3398) in-context learning (1405) multimodal large language model (966)

Papers

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023
Large Language Model Adaptation for Financial Sentiment Analysis IJCNLP 2023
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023
LayoutDM: Transformer-Based Diffusion Model for Layout Generation CVPR 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models EMNLP 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023
LIMA: Less Is More for Alignment NIPS 2023
Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner NIPS 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NIPS 2023
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NIPS 2023
MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023
Task-aware Retrieval with Instructions ACL 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023