conftrace_

instruction tuning

838 papers

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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

Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024
Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean COLING 2024
Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese COLING 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024
TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024
Uncertainty Aware Learning for Language Model Alignment ACL 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
“My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models ACL 2024
ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning ACL 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
MEEL: Multi-Modal Event Evolution Learning ACL 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Contrastive Instruction Tuning ACL 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024
CIDAR: Culturally Relevant Instruction Dataset For Arabic ACL 2024
InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024