conftrace_

low-resource learning

203 papers

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Co-occurring keywords

data augmentation (3052) named entity recognition (2813) transfer learning (5449) few-shot learning (3398) low-resource setting (115) large language model (13587) domain adaptation (4595) language model (4599) relation extraction (919) text classification (6793)

Papers

Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision COLING 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024
Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech EMNLP 2024
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer INTERSPEECH 2024
MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024
WkNER: Enhancing Named Entity Recognition with Word Segmentation Constraints and kNN Retrieval COLING 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024
Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 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
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
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024
Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024
Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ACL 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024
Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024
Targeted Augmentation for Low-Resource Event Extraction NAACL 2024
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite COLING 2024
Retrieval-Augmented Modular Prompt Tuning for Low-Resource Data-to-Text Generation COLING 2024
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ACL 2024