conftrace_

zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024

Evaluating Large Language Models via Linguistic Profiling EMNLP 2024

Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024

AlignCap: Aligning Speech Emotion Captioning to Human Preferences EMNLP 2024

Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024

SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024

Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024

Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024

Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024

Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024

Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024

Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024

SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024

Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024

Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks NAACL 2024

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer NAACL 2024

CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024

Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis NAACL 2024

Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024

Low-Cost Generation and Evaluation of Dictionary Example Sentences NAACL 2024

UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024