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

Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with ‘LITE’ NAACL 2024
CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca EACL 2024
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NIPS 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners NIPS 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NIPS 2024
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models NIPS 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024
FLAME : Factuality-Aware Alignment for Large Language Models NIPS 2024
Iterative Reasoning Preference Optimization NIPS 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs NIPS 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NIPS 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024
LLaMo: Large Language Model-based Molecular Graph Assistant NIPS 2024
FeedForward at SemEval-2024 Task 10: Trigger and sentext-height enriched emotion analysis in multi-party conversations NAACL 2024
Automatic Evaluation of Generative Models with Instruction Tuning EMNLP 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests EMNLP 2023
ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations EMNLP 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model EMNLP 2023
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023