conftrace_

zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs ACL 2024

Demonstration Augmentation for Zero-shot In-context Learning ACL 2024

Combining Observational Data and Language for Species Range Estimation NIPS 2024

Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation ACL 2024

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024

Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024

Extracting Polymer Nanocomposite Samples from Full-Length Documents ACL 2024

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models ACL 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024

AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024

Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024

Competition-Level Problems are Effective LLM Evaluators ACL 2024

InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024

Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting INTERSPEECH 2024

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024

Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024

LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024

Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024

Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024

Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024

Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024

Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners ACL 2024