{"total":30,"rows":[{"id":"2106.07499","title":"An Empirical Survey of Data Augmentation for Limited Data Learning in NLP","created":"2021-06-14","cited_by_count":101,"area":null},{"id":"2210.03050","title":"State-of-the-art generalisation research in NLP: A taxonomy and review","created":"2022-10-06","cited_by_count":98,"area":null},{"id":"2106.00641","title":"SpanNER: Named Entity Re-/Recognition as Span Prediction","created":"2021-06-01","cited_by_count":55,"area":null},{"id":"2110.08454","title":"Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER","created":"2021-10-16","cited_by_count":38,"area":null},{"id":"2109.05620","title":"RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models","created":"2021-09-12","cited_by_count":28,"area":null},{"id":"2101.10213","title":"A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction","created":"2021-01-25","cited_by_count":26,"area":null},{"id":"2107.02126","title":"A Survey on Deep Learning Event Extraction: Approaches and Applications","created":"2021-07-05","cited_by_count":12,"area":null},{"id":"2108.11857","title":"Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition","created":"2021-08-26","cited_by_count":10,"area":null},{"id":"2407.03545","title":"On Evaluating Explanation Utility for Human-AI Decision Making in NLP","created":"2024-07-03","cited_by_count":9,"area":null},{"id":"2210.16978","title":"XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models","created":"2022-10-30","cited_by_count":8,"area":null},{"id":"2205.12542","title":"ER-Test: Evaluating Explanation Regularization Methods for Language Models","created":"2022-05-25","cited_by_count":6,"area":null},{"id":"2303.06944","title":"A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries","created":"2023-03-13","cited_by_count":6,"area":null},{"id":"2104.04434","title":"Larger-Context Tagging: When and Why Does It Work?","created":"2021-04-09","cited_by_count":4,"area":null},{"id":"2310.14418","title":"REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization","created":"2023-10-22","cited_by_count":4,"area":null},{"id":"2412.11851","title":"A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection","created":"2024-12-16","cited_by_count":4,"area":null},{"id":"2204.05518","title":"Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition","created":"2022-04-12","cited_by_count":3,"area":null},{"id":"2211.08104","title":"DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition","created":"2022-11-15","cited_by_count":3,"area":null},{"id":"2403.00141","title":"EROS: Entity-Driven Controlled Policy Document Summarization","created":"2024-02-29","cited_by_count":2,"area":null},{"id":"2109.04726","title":"AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction","created":"2021-09-10","cited_by_count":1,"area":null},{"id":"2111.12421","title":"Few-shot Named Entity Recognition with Cloze Questions","created":"2021-11-24","cited_by_count":1,"area":null},{"id":"2210.02768","title":"Distilling Task-specific Logical Rules from Large Pre-trained Models","created":"2022-10-06","cited_by_count":1,"area":null},{"id":"2308.06454","title":"Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension","created":"2023-08-12","cited_by_count":1,"area":null},{"id":"2310.13092","title":"Do Language Models Learn about Legal Entity Types during Pretraining?","created":"2023-10-19","cited_by_count":1,"area":null},{"id":"2101.07138","title":"Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers","created":"2021-01-18","cited_by_count":0,"area":null},{"id":"2109.07118","title":"Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger","created":"2021-09-15","cited_by_count":0,"area":null},{"id":"2201.09523","title":"BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic","created":"2022-01-24","cited_by_count":0,"area":null},{"id":"2301.09908","title":"Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop","created":"2023-01-24","cited_by_count":0,"area":null},{"id":"2310.19055","title":"A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods","created":"2023-10-29","cited_by_count":0,"area":null},{"id":"2311.03401","title":"Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach","created":"2023-11-05","cited_by_count":0,"area":null},{"id":"2404.05088","title":"How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations?","created":"2024-04-07","cited_by_count":0,"area":null}],"next_cursor":null}