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CrossNER: Evaluating Cross-Domain Named Entity Recognition
v1v2 (latest)

CrossNER: Evaluating Cross-Domain Named Entity Recognition

8 December 2020
Zihan Liu
Yan Xu
Tiezheng Yu
Wenliang Dai
Ziwei Ji
Samuel Cahyawijaya
Andrea Madotto
Pascale Fung
ArXiv (abs)PDFHTMLGithub (130★)

Papers citing "CrossNER: Evaluating Cross-Domain Named Entity Recognition"

50 / 80 papers shown
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas
James Y. Huang
Wenxuan Zhou
Nan Xu
Fei Wang
Qin Liu
Sheng Zhang
Hoifung Poon
Muhao Chen
SyDa
274
0
0
23 Nov 2025
ToMMeR -- Efficient Entity Mention Detection from Large Language Models
ToMMeR -- Efficient Entity Mention Detection from Large Language Models
Victor Morand
Nadi Tomeh
Josiane Mothe
Benjamin Piwowarski
MoEVLM
229
0
0
22 Oct 2025
PANER: A Paraphrase-Augmented Framework for Low-Resource Named Entity Recognition
PANER: A Paraphrase-Augmented Framework for Low-Resource Named Entity Recognition
Nanda Kumar Rengarajan
Jun Yan
Chun Wang
166
1
0
20 Oct 2025
EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning
EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning
Yixiao Li
Julia Barth
Thomas Kiefer
Ahmad Fraij
169
0
0
08 Oct 2025
Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories
Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories
Shilian Chen
Jie Zhou
Tianyu Huai
Y. Lu
Junsong Li
...
Y. Yang
Xin Li
Qin Chen
Hang Yan
Liang He
MoMe
256
0
0
16 Sep 2025
MR-UIE: Multi-Perspective Reasoning with Reinforcement Learning for Universal Information Extraction
MR-UIE: Multi-Perspective Reasoning with Reinforcement Learning for Universal Information Extraction
Zhongqiu Li
Shiquan Wang
Ruiyu Fang
Mengjiao Bao
Zhenhe Wu
Shuangyong Song
Y. Li
Zhongjiang He
LRM
186
6
0
11 Sep 2025
RooseBERT: A New Deal For Political Language Modelling
RooseBERT: A New Deal For Political Language Modelling
Deborah Dore
Elena Cabrio
S. Villata
214
0
0
05 Aug 2025
GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface
GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface
Urchade Zaratiana
Gil Pasternak
Oliver Boyd
George Hurn-Maloney
Ash Lewis
AI4TSVLM
360
4
0
24 Jul 2025
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
Adarsh Prasad Behera
J. Champati
Roberto Morabito
Sasu Tarkoma
J. Gross
268
7
0
06 Jun 2025
GuideX: Guided Synthetic Data Generation for Zero-Shot Information Extraction
GuideX: Guided Synthetic Data Generation for Zero-Shot Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Neil De La Fuente
Oscar Sainz
Iker García-Ferrero
Eneko Agirre
SyDa
300
4
0
31 May 2025
Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models
Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models
Zhihao Wen
Sheng Liang
Yaxiong Wu
Yongyue Zhang
Wenshu Fan
291
0
0
21 May 2025
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-trainingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Quanjiang Guo
Jinchuan Zhang
Sijie Wang
Ling Tian
Zhao Kang
Bin Yan
Weidong Xiao
390
6
0
18 May 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE
Varvara Arzt
Allan Hanbury
Michael Wiegand
Gábor Recski
Terra Blevins
299
1
0
18 May 2025
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
Zirui Song
Bin Yan
Yuhan Liu
Miao Fang
Mingzhe Li
Rui Yan
Preslav Nakov
KELMLM&MA
491
58
0
15 Feb 2025
A Benchmark and Robustness Study of In-Context-Learning with Large
  Language Models in Music Entity Detection
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity DetectionInternational Conference on Computational Linguistics (COLING), 2024
Simon Hachmeier
Robert Jäschke
300
4
0
16 Dec 2024
KnowCoder-X: Boosting Multilingual Information Extraction via Code
KnowCoder-X: Boosting Multilingual Information Extraction via CodeAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Yuxin Zuo
Wenxuan Jiang
Wenxuan Liu
Hui Yuan
Long Bai
Hanbin Wang
Yutao Zeng
Xiaolong Jin
Jiafeng Guo
Xueqi Cheng
382
0
0
07 Nov 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction
  Tuning a Word-Embedding based Retrieval Augmented Large Language Model
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Subhadip Nandi
Neeraj Agrawal
271
5
0
01 Nov 2024
Graph-Augmented Relation Extraction Model with LLMs-Generated Support
  Document
Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document
Vicky Dong
Hao Yu
Yao Chen
234
1
0
30 Oct 2024
Retrieval-Enhanced Named Entity Recognition
Retrieval-Enhanced Named Entity Recognition
Enzo Shiraishi
Raphael Y. de Camargo
Henrique L. P. Silva
Ronaldo C. Prati
RALM
309
0
0
17 Oct 2024
Efficacy of Synthetic Data as a Benchmark
Efficacy of Synthetic Data as a Benchmark
Gaurav Maheshwari
Dmitry Ivanov
Kevin El Haddad
SyDa
246
27
0
18 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelInternational Conference on Computational Linguistics (COLING), 2024
Xincheng Liao
Junwen Duan
Yixi Huang
Jianxin Wang
482
5
0
18 Sep 2024
RexUniNLU: Recursive Method with Explicit Schema Instructor for
  Universal NLU
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU
Chengyuan Liu
Shihang Wang
Fubang Zhao
Kun Kuang
Yangyang Kang
Weiming Lu
Changlong Sun
Fei Wu
261
1
0
09 Sep 2024
Cross-domain Named Entity Recognition via Graph Matching
Cross-domain Named Entity Recognition via Graph Matching
Junhao Zheng
Haibin Chen
Qianli Ma
444
32
0
02 Aug 2024
Show Less, Instruct More: Enriching Prompts with Definitions and
  Guidelines for Zero-Shot NER
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER
Andrew Zamai
Andrea Zugarini
Leonardo Rigutini
Marco Ernandes
Marco Maggini
423
7
0
01 Jul 2024
Retrieval Augmented Instruction Tuning for Open NER with Large Language
  Models
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models
Tingyu Xie
Jian Zhang
Yan Zhang
Yuanyuan Liang
Qi Li
Hongwei Wang
RALM
378
3
0
25 Jun 2024
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
Yuming Yang
Wantong Zhao
Jessica Fan
Junjie Ye
Xiao Wang
...
Kaixin Huang
Yunke Zhang
Tao Gui
Qi Zhang
Xuanjing Huang
509
8
0
17 Jun 2024
Curating Grounded Synthetic Data with Global Perspectives for Equitable
  AI
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI
Elin Törnquist
R. Caulk
SyDa
333
9
0
10 Jun 2024
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage
  Pruning
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning
Dan Qiao
Yi Su
Pinzheng Wang
Jing Ye
Wen Xie
...
Wenliang Chen
Guohong Fu
Guodong Zhou
Qiaoming Zhu
Min Zhang
MQ
294
1
0
09 May 2024
How to Encode Domain Information in Relation Classification
How to Encode Domain Information in Relation Classification
Elisa Bassignana
Viggo Unmack Gascou
Frida Nohr Laustsen
Gustav Kristensen
Marie Haahr Petersen
Rob van der Goot
Barbara Plank
152
2
0
21 Apr 2024
Can Humans Identify Domains?
Can Humans Identify Domains?International Conference on Language Resources and Evaluation (LREC), 2024
Maria Barrett
Max Müller-Eberstein
Elisa Bassignana
Amalie Brogaard Pauli
Mike Zhang
Rob van der Goot
302
1
0
02 Apr 2024
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian
  Dialectal Data
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data
Siyao Peng
Zihang Sun
Huangyan Shan
Marie Kolm
Verena Blaschke
Ekaterina Artemova
Barbara Plank
244
11
0
19 Mar 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal
  Information Extraction
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Zixuan Li
Yutao Zeng
Yuxin Zuo
Weicheng Ren
Wenxuan Liu
...
Yidan Liu
Pan Yang
Xiaolong Jin
Jiafeng Guo
Xueqi Cheng
OffRL
402
64
0
12 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the
  Future
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
Xu Guo
Yiqiang Chen
SyDa
232
60
0
07 Mar 2024
Rethinking Negative Instances for Generative Named Entity Recognition
Rethinking Negative Instances for Generative Named Entity Recognition
Yuyang Ding
Juntao Li
Pinzheng Wang
Zecheng Tang
Bowen Yan
Min Zhang
372
26
0
26 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction
  Corpus
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus
Honghao Gui
Lin Yuan
Hongbin Ye
Ningyu Zhang
Mengshu Sun
Lei Liang
Huajun Chen
421
20
0
22 Feb 2024
CMNER: A Chinese Multimodal NER Dataset based on Social Media
CMNER: A Chinese Multimodal NER Dataset based on Social Media
Yuanze Ji
Bobo Li
Jun Zhou
Fei Li
Chong Teng
Donghong Ji
357
2
0
21 Feb 2024
From Prejudice to Parity: A New Approach to Debiasing Large Language
  Model Word Embeddings
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
Aishik Rakshit
Smriti Singh
Shuvam Keshari
Arijit Ghosh Chowdhury
Vinija Jain
Vasu Sharma
290
9
0
18 Feb 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity
  Recognition
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
Jinghui Lu
Ziwei Yang
Yanjie Wang
Xuejing Liu
Brian Mac Namee
Can Huang
MoE
518
15
0
07 Feb 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through
  Text Reconstruction
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
Qingyun Wang
Zixuan Zhang
Hongxiang Li
Xuan Liu
Jiawei Han
Huimin Zhao
Heng Ji
370
3
0
18 Jan 2024
Large Language Models for Generative Information Extraction: A Survey
Large Language Models for Generative Information Extraction: A Survey
Derong Xu
Wei-neng Chen
Wenjun Peng
Chao Zhang
Tong Xu
Xiangyu Zhao
Xian Wu
Yefeng Zheng
Yang Wang
Enhong Chen
522
357
0
29 Dec 2023
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal
  Information Extraction
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction
Xinglin Xiao
Yijie Wang
Nan Xu
Yuqi Wang
Hanxuan Yang
Minzheng Wang
Yin Luo
Lei Wang
Wenji Mao
Daniel Zeng
310
31
0
24 Dec 2023
GLiNER: Generalist Model for Named Entity Recognition using
  Bidirectional Transformer
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Urchade Zaratiana
Nadi Tomeh
Pierre Holat
Thierry Charnois
202
115
0
14 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks
Mirror: A Universal Framework for Various Information Extraction Tasks
Tong Zhu
Junfei Ren
Zijian Yu
Mengsong Wu
Guoliang Zhang
Xiaoye Qu
Wenliang Chen
Zhefeng Wang
Baoxing Huai
Min Zhang
409
20
0
09 Nov 2023
Improving End-to-End Speech Processing by Efficient Text Data
  Utilization with Latent Synthesis
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent SynthesisConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jianqiao Lu
Wenyong Huang
Nianzu Zheng
Xingshan Zeng
Y. Yeung
Xiao Chen
SyDa
320
1
0
09 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionInternational Conference on Learning Representations (ICLR), 2023
Oscar Sainz
Iker García-Ferrero
Rodrigo Agerri
Oier López de Lacalle
German Rigau
Eneko Agirre
802
157
0
05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Chang Gao
Wenxuan Zhang
Guizhen Chen
Wai Lam
838
8
0
04 Oct 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model
  Pre-trained from Scratch
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from ScratchScience China Information Sciences (Sci China Inf Sci), 2023
Juntao Li
Zecheng Tang
Yuyang Ding
Pinzheng Wang
Pei Guo
...
Wenliang Chen
Guohong Fu
Qiaoming Zhu
Guodong Zhou
Hao Fei
424
9
0
19 Sep 2023
A Multi-Task Semantic Decomposition Framework with Task-specific
  Pre-training for Few-Shot NER
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERInternational Conference on Information and Knowledge Management (CIKM), 2023
Guanting Dong
Zechen Wang
Jinxu Zhao
Gang Zhao
Daichi Guo
...
Keqing He
Xuefeng Li
Liwen Wang
Xinyue Cui
Weiran Xu
260
23
0
28 Aug 2023
Software Entity Recognition with Noise-Robust Learning
Software Entity Recognition with Noise-Robust LearningInternational Conference on Automated Software Engineering (ASE), 2023
Nguyen Tai
Yifeng Di
J. Lee
Muhao Chen
Tianyi Zhang
196
7
0
21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence
  Understanding
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2023
Tianyu Yu
Chengyue Jiang
Chao Lou
Shen Huang
Xiaobin Wang
...
Haitao Zheng
Ningyu Zhang
Pengjun Xie
Fei Huang
Yong Jiang
LRM
361
30
0
21 Aug 2023
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