low-resource learning

Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback EMNLP 2025 Tungnaá In Live Performance: An Implementation Of Interactive Artistic Text-To-Voice Interspeech 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision COLING 2024 Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ACL 2024 An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024 Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024 Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech EMNLP 2024 Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024 Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024 CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite COLING 2024 ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context AAAI 2024 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer Interspeech 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 Low Resource ICD Coding of Hospital Discharge Summaries ACL 2024 MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024 Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024 Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ACL 2024 Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 2024 Retrieval-Augmented Modular Prompt Tuning for Low-Resource Data-to-Text Generation COLING 2024