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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy INTERSPEECH 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024
MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024
A synthetic data approach for domain generalization of NLI models ACL 2024
Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
Semantic-Guided Novel Category Discovery AAAI 2024
Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track ACL 2024
Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024
MFOS: Model-Free & One-Shot Object Pose Estimation AAAI 2024
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
How Useful is Context, Actually? Comparing LLMs and Humans on Discourse Marker Prediction ACL 2024
Interactive Visual Task Learning for Robots AAAI 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ACL 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024
AlignCap: Aligning Speech Emotion Captioning to Human Preferences EMNLP 2024
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech INTERSPEECH 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024