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

Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization EMNLP 2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024
Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation EMNLP 2024
Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024
Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models EMNLP 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024
LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024
An Instruction Tuning-Based Contrastive Learning Framework for Aspect Sentiment Quad Prediction with Implicit Aspects and Opinions EMNLP 2024
MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024
Functionality learning through specification instructions EMNLP 2024
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024
Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024
The Overlooked Repetitive Lengthening Form in Sentiment Analysis EMNLP 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024
LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024