conftrace_

instruction tuning

838 papers

Explore in graph

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

QA-NatVer: Question Answering for Natural Logic-based Fact Verification EMNLP 2023
Instructive Dialogue Summarization with Query Aggregations EMNLP 2023
EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization EMNLP 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023
Symbol tuning improves in-context learning in language models EMNLP 2023
Towards LLM-driven Dialogue State Tracking EMNLP 2023
Lion: Adversarial Distillation of Proprietary Large Language Models EMNLP 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor ACL 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
On the Exploitability of Instruction Tuning NIPS 2023
Skill-it! A data-driven skills framework for understanding and training language models NIPS 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization EMNLP 2023
Exploring the Curious Case of Code Prompts ACL 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023
Exploration of Open Large Language Models for eDiscovery EMNLP 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023