conftrace_

instruction tuning

838 papers

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IT

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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

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024
IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024
Instruction-tuned Language Models are Better Knowledge Learners ACL 2024
EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models ACL 2024
From Role-Play to Drama-Interaction: An LLM Solution ACL 2024
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator ACL 2024
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024
Split and Rephrase with Large Language Models ACL 2024
LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024
Automatic Instruction Evolving for Large Language Models EMNLP 2024
UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024
Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024
Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024
Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues EMNLP 2024
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024
Reformatted Alignment EMNLP 2024