Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1906.02192
Cited By
Large-Scale Multi-Label Text Classification on EU Legislation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
5 June 2019
Ilias Chalkidis
Manos Fergadiotis
Prodromos Malakasiotis
Ion Androutsopoulos
AILaw
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Large-Scale Multi-Label Text Classification on EU Legislation"
50 / 73 papers shown
SynBench: A Benchmark for Differentially Private Text Generation
Yidan Sun
Viktor Schlegel
Srinivasan Nandakumar
Iqra Zahid
Yuping Wu
...
Jie Zhang
Warren Del-Pinto
Goran Nenadic
S. Lam
Anil A Bharath
SyDa
231
0
0
18 Sep 2025
Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering
Deepak Bastola
Woohyeok Choi
AILaw
155
1
0
31 Aug 2025
Exploring Selective Retrieval-Augmentation for Long-Tail Legal Text Classification
Boheng Mao
AILaw
RALM
355
0
0
27 Aug 2025
IBPS: Indian Bail Prediction System
Puspesh Kumar Srivastava
Uddeshya Raj
Praveen Patel
S. Nigam
Noel Shallum
Arnab Bhattacharya
147
0
0
11 Aug 2025
Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Qi Lv
Lei Geng
Ziqiang Cao
Min Cao
Sujian Li
Wenjie Li
Guohong Fu
201
3
0
05 Aug 2025
A Confidence-Diversity Framework for Calibrating AI Judgement in Accessible Qualitative Coding Tasks
Zhilong Zhao
Yindi Liu
192
0
0
04 Aug 2025
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
Pierre-Carl Langlais
Carlos Rosas Hinostroza
Mattia Nee
Catherine Arnett
Pavel Chizhov
Eliot Jones
Irène Girard
David Mach
Anastasia Stasenko
Ivan P. Yamshchikov
AILaw
291
11
0
02 Jun 2025
SATA-BENCH: Select All That Apply Benchmark for Multiple Choice Questions
Weijie Xu
Shixian Cui
Xi Fang
Chi Xue
Stephanie Eckman
Chandan K. Reddy
ELM
544
3
0
31 May 2025
Small Language Models in the Real World: Insights from Industrial Text Classification
Lujun Li
Lama Sleem
Niccolo Gentile
Geoffrey Nichil
Radu State
LLMAG
566
2
0
21 May 2025
Krikri: Advancing Open Large Language Models for Greek
Dimitris Roussis
Leon Voukoutis
Georgios Paraskevopoulos
Sokratis Sofianopoulos
Prokopis Prokopidis
Vassilis Papavasileiou
Athanasios Katsamanis
Stelios Piperidis
Vassilis Katsouros
ALM
453
9
0
19 May 2025
The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation
Olivier Gouvert
Julie Hunter
Jérôme Louradour
Christophe Cerisara
Evan Dufraisse
Yaya Sy
Laura Rivière
Jean-Pierre Lorré
OpenLLM-France community
964
3
0
15 Mar 2025
From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Ranran Haoran Zhang
Bensu Uçar
Soumik Dey
Hansi Wu
Binbin Li
Rui Zhang
504
5
0
10 Jan 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yan Li
Soyeon Caren Han
Yue Dai
Feiqi Cao
550
1
0
14 Oct 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English
T. Y. S. S. Santosh
Cornelius Weiss
Matthias Grabmair
AILaw
ELM
563
15
0
12 Oct 2024
A Multi-Source Heterogeneous Knowledge Injected Prompt Learning Method for Legal Charge Prediction
Jingyun Sun
Chi Wei
Yang Li
AILaw
194
2
0
05 Aug 2024
Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection
ChaoFeng Guan
Yaohui Zhu
Yu Bai
LingYun Wang
247
1
0
30 Jul 2024
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment
Kota Shamanth Ramanath Nayak
Leila Kosseim
206
2
0
01 Jul 2024
BUSTER: a "BUSiness Transaction Entity Recognition" dataset
Andrea Zugarini
Andrew Zamai
Marco Ernandes
Leonardo Rigutini
279
5
0
15 Feb 2024
Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits
Hiroyuki Namba
Shota Horiguchi
Masaki Hamamoto
Masashi Egi
TDI
256
1
0
13 Feb 2024
TextMachina: Seamless Generation of Machine-Generated Text Datasets
International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES), 2024
A. Sarvazyan
José Ángel González
Marc Franco-Salvador
DeLMO
286
3
0
08 Jan 2024
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification
Yaxin Zhu
Hamed Zamani
350
11
0
16 Nov 2023
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Hui Ye
Rajshekhar Sunderraman
Shihao Ji
377
14
0
25 Aug 2023
Empowering Refugee Claimants and their Lawyers: Using Machine Learning to Examine Decision-Making in Refugee Law
Claire Barale
214
0
0
22 Aug 2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
International Conference on Applications of Natural Language to Data Bases (NLDB), 2023
Tiezhu Sun
Weiguo Pian
N. Daoudi
Kevin Allix
Tegawende F. Bissyande
Jacques Klein
490
4
0
30 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers
Benjamin Clavié
Guillaume Soulié
275
25
0
07 Jul 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering
Neural Networks (Neural Netw.), 2023
Bing Wang
Ximing Li
Zhiyao Yang
Yuanyuan Guan
Jiayin Li
Sheng-sheng Wang
259
8
0
15 May 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yova Kementchedjhieva
Ilias Chalkidis
332
36
0
09 May 2023
The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence
International Conference on Artificial Intelligence and Law (ICAIL), 2023
Eliya Habba
Renana Keydar
Dan Bareket
Gabriel Stanovsky
AILaw
228
3
0
09 May 2023
A Case Study for Compliance as Code with Graphs and Language Models: Public release of the Regulatory Knowledge Graph
V. Ershov
102
11
0
03 Feb 2023
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
International Conference on Machine Learning (ICML), 2023
Pranjal Aggarwal
Ameet Deshpande
Karthik Narasimhan
AILaw
VLM
504
8
0
26 Jan 2023
Topics in Contextualised Attention Embeddings
European Conference on Information Retrieval (ECIR), 2023
Mozhgan Talebpour
A. G. S. D. Herrera
Shoaib Jameel
293
3
0
11 Jan 2023
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer
Dimitris Mamakas
Petros Tsotsi
Ion Androutsopoulos
Ilias Chalkidis
VLM
AILaw
341
46
0
02 Nov 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Dennis Aumiller
Ashish Chouhan
Michael Gertz
ELM
AILaw
292
57
0
24 Oct 2022
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law
International Conference on Artificial Intelligence and Law (ICAIL), 2022
Shounak Paul
A. Mandal
Pawan Goyal
Saptarshi Ghosh
AILaw
VLM
ELM
391
88
0
13 Sep 2022
Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation
International Conference on Machine Learning (ICML), 2022
Jeffrey Willette
Seanie Lee
Bruno Andreis
Kenji Kawaguchi
Juho Lee
Sung Ju Hwang
449
4
0
26 Aug 2022
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild
Web Search and Data Mining (WSDM), 2022
Donghyun Son
Byounggyu Lew
Kwanghee Choi
Yongsu Baek
Seungwoo Choi
Beomjun Shin
S. Ha
Buru Chang
420
13
0
16 Aug 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
Neural Information Processing Systems (NeurIPS), 2022
Peter Henderson
M. Krass
Lucia Zheng
Neel Guha
Christopher D. Manning
Dan Jurafsky
Mark A. Lemley
AILaw
ELM
546
138
0
01 Jul 2022
Open Vocabulary Extreme Classification Using Generative Models
Findings (Findings), 2022
Daniel Simig
Fabio Petroni
Pouya Yanki
Kashyap Popat
Christina Du
Sebastian Riedel
Majid Yazdani
VLM
274
20
0
12 May 2022
Few-shot learning for medical text: A systematic review
Yao Ge
Yuting Guo
Yuan-Chi Yang
M. Al-garadi
A. Sarker
233
22
0
21 Apr 2022
Efficient Classification of Long Documents Using Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Hyunji Hayley Park
Yogarshi Vyas
Kashif Shah
225
67
0
21 Mar 2022
verBERT: Automating Brazilian Case Law Document Multi-label Categorization Using BERT
Brazilian Symposium in Information and Human Language Technology (BIHLT), 2021
F. Serras
Marcelo Finger
164
7
0
11 Mar 2022
Extreme Zero-Shot Learning for Extreme Text Classification
Yuanhao Xiong
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Inderjit Dhillon
VLM
255
31
0
16 Dec 2021
Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer
Yunyun Huang
Xiaoyu Shen
Chuanyi Li
Jidong Ge
B. Luo
AILaw
234
26
0
13 Dec 2021
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models
Zein Shaheen
G. Wohlgenannt
Dmitry Muromtsev
AILaw
VLM
179
3
0
28 Nov 2021
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Sanghun Im
Gibaeg Kim
Heung-Seon Oh
Seong-Mok Jo
Donghwan Kim
BDL
486
10
0
22 Nov 2021
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models
Frederick Liu
T. Huang
Shihang Lyu
Siamak Shakeri
Hongkun Yu
Jing Li
335
10
0
16 Oct 2021
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Ilias Chalkidis
Abhik Jana
D. Hartung
M. Bommarito
Ion Androutsopoulos
Daniel Martin Katz
Nikolaos Aletras
AILaw
ELM
702
436
0
03 Oct 2021
Multi-granular Legal Topic Classification on Greek Legislation
C. Papaloukas
Ilias Chalkidis
Konstantinos Athinaios
D. Pantazi
Manolis Koubarakis
AILaw
230
32
0
30 Sep 2021
Legal Transformer Models May Not Always Help
Sakbo Geng
R. Lebret
Karl Aberer
VLM
AILaw
ELM
347
15
0
14 Sep 2021
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification
Siddhant Kharbanda
Atmadeep Banerjee
Devaansh Gupta
Akash Palrecha
Rohit Babbar
464
12
0
13 Sep 2021
1
2
Next
Page 1 of 2