← Keywords

data annotation

99 papers

Explore in graph

Co-occurring keywords

large language model (12755) text classification (6776) active learning (1295) natural language processing (2027) few-shot learning (3390) annotation quality (108) language model (4573) data augmentation (3037) annotation tool (58) question answering (2904)

Papers

Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023
Lingua Custodia’s Participation at the WMT 2023 Terminology Shared Task EMNLP 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NIPS 2023
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching EMNLP 2022
Clean or Annotate: How to Spend a Limited Data Collection Budget NAACL 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks NAACL 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation AACL 2022
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
CHIA: CHoosing Instances to Annotate for Machine Translation EMNLP 2022
Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022
The Effect of Arabic Dialect Familiarity on Data Annotation EMNLP 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Kubric: A Scalable Dataset Generator CVPR 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022
Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021
Validating Label Consistency in NER Data Annotation EMNLP 2021
Domain Expert Platform for Goal-Oriented Dialog Collection EACL 2021
On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection IJCNLP 2021
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021
Flamingos and Hedgehogs in the Croquet-Ground: Teaching Evaluation of NLP Systems for Undergraduate Students NAACL 2021