Fetching the paper…
Reading the bibliography…
We examine how well the state-of-the-art (SOTA) models used in legal reasoning support abductive reasoning tasks.
Language models are few-shot learners,
T. Brown, B. Mann, N. Ryder, M. Subbiah, J. D. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, et al., · 1901
Earlier work this paper cites.
Abductive logic programming,
A. C. Kakas, R. A. Kowalski, F. Toni, · 1992
Earlier work this paper cites.
Abductive reasoning in law: Taxonomy and inference to the best explanation,
K. Abimbola, · 2000
Earlier work this paper cites.
Species of abductive reasoning in fact investigation in law,
D. A. Schum, · 2002
Earlier work this paper cites.
Named entity recognition in tweets: An experimental study,
A. Ritter, S. Clark, Mausam, O. Etzioni, · 2011
Earlier work this paper cites.
Attention is all you need,
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, I. Polosukhin, · 2017
Earlier work this paper cites.
Bert: Pre-training of deep bidirectional transformers for language understanding,
J. Devlin, M.-W. Chang, K. Lee, K. Toutanova, · 2018
Earlier work this paper cites.
Revealing the importance of semantic retrieval for machine reading at scale,
Y. Nie, S. Wang, M. Bansal, · 2019
Earlier work this paper cites.
Bert-pli: Modeling paragraph-level interactions for legal case retrieval,
Y. Shao, J. Mao, Y. Liu, W. Ma, K. Satoh, M. Zhang, S. Ma, · 2020
Earlier work this paper cites.
Legal-bert: The muppets straight out of law school,
I. Chalkidis, M. Fergadiotis, P. Malakasiotis, N. Aletras, I. Androutsopoulos, · 2020
Earlier work this paper cites.
Jnlp team: Deep learning for legal processing in coliee 2020,
H.-T. Nguyen, H.-Y. T. Vuong, P. M. Nguyen, B. T. Dang, Q. M. Bui, S. T. Vu, C. M. Nguyen, V. Tran, K. Satoh, M. L. Nguyen, · 2020
Earlier work this paper cites.
Encoded summarization: summarizing documents into continuous vector space for legal case retrieval,
V. Tran, M. Le Nguyen, S. Tojo, K. Satoh, · 2020
Cited alongside, same era.
Abductive commonsense reasoning,
C. Bhagavatula, R. L. Bras, C. Malaviya, K. Sakaguchi, A. Holtzman, H. Rashkin, D. Downey, W. Yih, Y. Choi, · 2020
Cited alongside, same era.
Answering legal questions by learning neural attentive text representation,
P. M. Kien, H.-T. Nguyen, N. X. Bach, V. Tran, M. L. Nguyen, T. M. Phuong, · 2020
Cited alongside, same era.
TriggerNER: Learning with entity triggers as explanations for named entity recognition,
B. Y. Lin, D.-H. Lee, M. Shen, R. Moreno, X. Huang, P. Shiralkar, X. Ren, · 2020
Cited alongside, same era.
A summary of the COLIEE 2019 competition,
J. Rabelo, M.-Y. Kim, R. Goebel, M. Yoshioka, Y. Kano, K. Satoh, · 2020
Cited alongside, same era.
Transformers as soft reasoners over language,
Supporting complaints investigation for nursing and midwifery regulatory agencies,
P. Lertvittayakumjorn, I. Petej, Y. Gao, Y. Krishnamurthy, A. Van Der Gaag, R. Jago, K. Stathis, · 2021
Later among the works it cites.
Use of artificial intelligence in regulatory decision-making,
R. Jago, A. van der Gaag, K. Stathis, I. Petej, P. Lertvittayakumjorn, Y. Krishnamurthy, Y. Gao, J. C. Silva, M. Webster, A. Gallagher, et al., · 2021
Later among the works it cites.
Jnlp team: Deep learning approaches for legal processing tasks in coliee 2021,
H.-T. Nguyen, P. M. Nguyen, T.-H.-Y. Vuong, Q. M. Bui, C. M. Nguyen, B. T. Dang, V. Tran, M. L. Nguyen, K. Satoh, · 2021
Later among the works it cites.
Attentive deep neural networks for legal document retrieval,
H.-T. Nguyen, M.-K. Phi, X.-B. Ngo, V. Tran, L.-M. Nguyen, M.-P. Tu, · 2022
Later among the works it cites.
Overview and discussion of the competition on legal information extraction/entailment (coliee) 2021,
J. Rabelo, R. Goebel, M.-Y. Kim, Y. Kano, M. Yoshioka, K. Satoh, · 2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
P. Clark, O. Tafjord, K. Richardson, · 2020
Cited alongside, same era.
Bert-based ensemble methods with data augmentation for legal textual entailment in coliee statute law task,
M. Yoshioka, Y. Aoki, Y. Suzuki, · 2021
Cited alongside, same era.
XOR QA: Cross-lingual open-retrieval question answering,
A. Asai, J. Kasai, J. Clark, K. Lee, E. Choi, H. Hajishirzi, · 2021
Cited alongside, same era.
Text retrieval for language learners: Graded vocabulary vs. open learner model,
J. Lee, C. Y. Yeung, · 2021
Cited alongside, same era.
A summary of the ALQAC 2021 competition,
N. H. Thanh, B. M. Quan, C. Nguyen, T. Le, N. M. Phuong, D. T. Binh, V. T. H. Yen, T. Racharak, N. L. Minh, T. D. Vu, P. V. Anh, N. T. Son, H. T. Nguyen, B. Butr-indr, P. Vateekul, P. Boonkwan, · 2021
Cited alongside, same era.
Transformer-based approaches for legal text processing,
H.-T. Nguyen, M.-P. Nguyen, T.-H.-Y. Vuong, M.-Q. Bui, M.-C. Nguyen, T.-B. Dang, V. Tran, L.-M. Nguyen, K. Satoh,
Cited in the paper.
Later among the works it cites.
Image retrieval from contextual descriptions,
B. Krojer, V. Adlakha, V. Vineet, Y. Goyal, E. Ponti, S. Reddy, · 2022
Later among the works it cites.
ALQAC 2022: A summary of the competition,
C. Nguyen, M.-Q. Bui, D.-T. Do, N.-K. Le, D.-H. Nguyen, T.-T. Nguyen, H.-T. Nguyen, V. Tran, L.-M. Nguyen, N.-C. Le, T.-T. Le, M.-P. Nguyen, T.-B. Dang, T.-S. Nguyen, V.-A. Phan, T.-H.-Y. Vuong, M.-T. Nguyen, T. Le, T.-H. Nguyen, · 2022
Later among the works it cites.
A statutory article retrieval dataset in French,
A. Louis, G. Spanakis, · 2022
Later among the works it cites.
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model,
Y. T.-H. Vuong, Q. M. Bui, H.-T. Nguyen, T.-T.-T. Nguyen, V. Tran, X.-H. Phan, K. Satoh, L.-M. Nguyen, · 2022
Later among the works it cites.
Logically consistent adversarial attacks for soft theorem provers,
A. Gaskell, Y. Miao, F. Toni, L. Specia, · 2022
Later among the works it cites.