Automated Concatenation of Embeddings for Structured Prediction

10 October 2020

Fei Huang

Papers citing "Automated Concatenation of Embeddings for Structured Prediction"

50 / 73 papers shown

Title
Constraint Multi-class Positive and Unlabeled Learning for Distantly Supervised Named Entity Recognition Yuzhe Zhang M. Cen Hong Zhang 24 0 0 07 Apr 2025
An Aspect Extraction Framework using Different Embedding Types, Learning Models, and Dependency Structure Ali Erkan Tunga Güngör 27 0 0 05 Mar 2025
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions Shezheng Song 56 0 0 23 Nov 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model Subhadip Nandi Neeraj Agrawal 24 0 0 01 Nov 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 24 1 0 04 Oct 2024
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji Tatsuya Hiraoka Yuchang Cheng Tomoya Iwakura 24 1 0 10 Sep 2024
Entity Extraction from High-Level Corruption Schemes via Large Language Models Panagiotis Koletsis Panagiotis-Konstantinos Gemos Christos Chronis Iraklis Varlamis Vasilis Efthymiou Georgios Th. Papadopoulos 22 0 0 05 Sep 2024
Acquiring Bidirectionality via Large and Small Language Models Takumi Goto Hiroyoshi Nagao Yuta Koreeda 21 0 0 19 Aug 2024
Transformer-based Named Entity Recognition with Combined Data Representation Michał Marcińczuk 21 0 0 25 Jun 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 37 2 0 06 Jun 2024
Robust Interaction-based Relevance Modeling for Online E-Commerce and LLM-based Retrieval Ben Chen Huangyu Dai Xiang Ma Wen Jiang Wei Ning 19 0 0 04 Jun 2024
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition Haris Riaz Razvan-Gabriel Dumitru Mihai Surdeanu MU 33 0 0 26 Mar 2024
Embedded Named Entity Recognition using Probing Classifiers Nicholas Popovic Michael Färber 27 1 0 18 Mar 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 31 1 0 13 Feb 2024
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing Marie Candito 4 1 0 12 Feb 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 11 11 0 25 Jan 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences Hongyi Liu Qingyun Wang Payam Karisani Heng Ji 13 1 0 19 Jan 2024
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? Ibrahim Bouabdallaoui Fatima Guerouate Samya Bouhaddour C. Saadi Mohammed Sbihi 14 0 0 12 Dec 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 13 27 0 15 Nov 2023
Learning Mutually Informed Representations for Characters and Subwords Yilin Wang Xinyi Hu Matthew R. Gormley 23 0 0 14 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 98 29 0 06 Nov 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 12 0 0 29 Oct 2023
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset Susanna Rücker A. Akbik 9 5 0 24 Oct 2023
Controlled Randomness Improves the Performance of Transformer Models Tobias Deuβer Cong Zhao Wolfgang Krämer David Leonhard Christian Bauckhage R. Sifa 11 1 0 20 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 14 0 0 15 Oct 2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER Sreyan Ghosh Utkarsh Tyagi Manan Suri Sonal Kumar S. Ramaneswaran Dinesh Manocha 14 15 0 01 Jun 2023
PromptNER: Prompting For Named Entity Recognition D. Ashok Zachary Chase Lipton 8 35 0 24 May 2023
Better Sampling of Negatives for Distantly Supervised Named Entity Recognition Lu Xu Lidong Bing Wei Lu NoLa 14 2 0 22 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 12 4 0 15 May 2023
NER-to-MRC: Named-Entity Recognition Completely Solving as Machine Reading Comprehension Yuxiang Zhang Junjie Wang Xinyu Zhu Tetsuya Sakai Hayato Yamana 11 2 0 06 May 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition Zeqi Tan Shen Huang Zixia Jia Jiong Cai Yinghui Li ... Y. Zhuang Kewei Tu Pengjun Xie Fei Huang Yong-jia Jiang 25 8 0 05 May 2023
Open Information Extraction via Chunks Kuicai Dong Aixin Sun Jung-jae Kim Xiaoli Li 22 2 0 05 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 9 153 0 23 Apr 2023
GPT-NER: Named Entity Recognition via Large Language Models Shuhe Wang Xiaofei Sun Xiaoya Li Rongbin Ouyang Fei Wu Tianwei Zhang Jiwei Li Guoyin Wang 10 176 0 20 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 19 98 0 17 Apr 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 26 0 0 19 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 32 659 0 08 Feb 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho D. Choi 26 1 0 05 Feb 2023
Highlighting Named Entities in Input for Auto-Formulation of Optimization Problems Neeraj Gangwar N. Kani AIMat 14 8 0 26 Dec 2022
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages A. Mhaske Harsh Kedia Sumanth Doddapaneni Mitesh M. Khapra Pratyush Kumar V. Rudramurthy Anoop Kunchukuttan 31 26 0 20 Dec 2022
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? Shuheng Liu Alan Ritter AI4TS 20 12 0 19 Dec 2022
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages Shashank Sonkar Zichao Wang Richard G. Baraniuk 21 1 0 19 Dec 2022
Lessons learned from the evaluation of Spanish Language Models Rodrigo Agerri Eneko Agirre ELM 20 15 0 16 Dec 2022
Towards automating Numerical Consistency Checks in Financial Reports L. Hillebrand Tobias Deuβer T. Khameneh Bernd Kliem Rüdiger Loitz Christian Bauckhage R. Sifa 8 4 0 11 Nov 2022
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text ZHAOYUE SUN Jiazheng Li Gabriele Pergola Byron C. Wallace Bino John N. Greene Joseph Kim Yulan He 29 38 0 22 Oct 2022
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents Tobias Deuβer Syed Musharraf Ali L. Hillebrand Desiana Nurchalifah Basil Jacob Christian Bauckhage R. Sifa 6 11 0 17 Oct 2022
An Empirical Study on Finding Spans Weiwei Gu Boyuan Zheng Yunmo Chen Tongfei Chen Benjamin Van Durme 14 4 0 13 Oct 2022
Deep Span Representations for Named Entity Recognition Enwei Zhu Yiyang Liu Jinpeng Li 6 9 0 09 Oct 2022
Application of Data Encryption in Chinese Named Entity Recognition Kaifang Long Jikun Dong Shengyu Fan Yanfang Geng Yang Cao H. Zhao Hui Yu Weizhi Xu FedML 15 0 0 31 Aug 2022
KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports L. Hillebrand Tobias Deuβer T. Khameneh Bernd Kliem Rüdiger Loitz Christian Bauckhage R. Sifa 6 36 0 03 Aug 2022