Neural Adaptation Layers for Cross-domain Named Entity Recognition

Neural Adaptation Layers for Cross-domain Named Entity Recognition

15 October 2018

Bill Yuchen Lin

Wei Lu

Papers citing "Neural Adaptation Layers for Cross-domain Named Entity Recognition"

18 / 18 papers shown

Title
Cross-domain Named Entity Recognition via Graph Matching Junhao Zheng Haibin Chen Qianli Ma 48 24 0 02 Aug 2024
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 59 1 0 21 May 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 26 23 0 25 Jan 2023
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma Beiduo Chen Jia-Chen Gu Zhen-Hua Ling Wu Guo Quan Liu Zhigang Chen Cong Liu 31 10 0 07 Dec 2022
Boosting Entity Mention Detection for Targetted Twitter Streams with Global Contextual Embeddings Satadisha Saha Bhowmick Eduard Constantin Dragut W. Meng 19 5 0 28 Jan 2022
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 42 7 0 02 Nov 2021
Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach Sheikh Muhammad Sarwar Vanessa Murdock 39 19 0 27 Jul 2021
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network Zihan Wang Hongye Song Z. Ren Pengjie Ren Zhumin Chen Xiaozhong Liu Hongsong Li Maarten de Rijke AILaw 30 13 0 13 May 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 30 72 0 15 Apr 2021
Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Zhifeng Hao Di Lv Zijian Li Ruichu Cai Wen Wen Boyan Xu 19 12 0 22 Dec 2020
Time Series Domain Adaptation via Sparse Associative Structure Alignment Ruichu Cai Jiawei Chen Zijian Li Wei Chen Keli Zhang Junjian Ye Zhuozhang Li Xiaoyan Yang Zhenjie Zhang CML TTA OOD AI4TS 27 88 0 22 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 76 145 0 08 Dec 2020
Coarse-to-Fine Pre-training for Named Entity Recognition Mengge Xue Yu Bowen Zhenyu Zhang Tingwen Liu Yue Zhang Bin Wang 25 52 0 16 Oct 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 6 110 0 30 Apr 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee Rahul Khanna Bill Yuchen Lin Jamin Chen Seyeon Lee Qinyuan Ye Elizabeth Boschee Leonardo Neves Xiang Ren 35 22 0 16 Apr 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 33 73 0 12 Jan 2020
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 24 4 0 26 Feb 2019
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018