The Silence of the Gods Essay Reading Notes and Classifications

The gods are silent-personal CSDN blog post directory

legalAI+ text summarization counts as text summaries, legalAI+ other counts as legalAI.

The order after Re is the order in which I wrote notes, and the publication order of the paper itself is marked in front of the title of the paper.

GNN

Generic Homogeneous Graph Node Representation

1. (2019 ICLR) Re0：读论文 PPNP/APPNP Predict then Propagate: Graph Neural Networks meet Personalized PageRank
2. (2021 ICLR) Re1：读论文 C&S (Correct and Smooth) Combining Label Propagation and Simple Models Out-performs Graph Ne
3. (2020 ICLR) Re2: 读论文 CS-GNN Measuring and Improving the Use of Graph Information in Graph Neural Networks
4. (2019 KDD) Re3: Read the paper PGE A Representation Learning Framework for Property Graphs
5. (2018 ICLR) Re37：读论文 G2G Graph2Gauss Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Rank

Generic Heterogeneous Graph Node Representation

1. (2021 KDD) Re10：读论文 Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous gr
2. (2020 AAAI) Re22：读论文 HetSANN An Attention-based Graph Neural Network for Heterogeneous Structural Learning
3. (2017 KDD) Re31: Read the paper metapath2vec: Scalable Representation Learning for Heterogeneous Networks

Homogeneous Graph Link Prediction

1. (2020 IJCAI) Re9：读论文 DEAL Inductive Link Prediction for Nodes Having Only Attribute Information

LLM

theory

1. (2020 ACL) Re26：读论文 Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks
2. (2022 ACM Computing Surveys) Re33：读论文 Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Languag

text summary

1. (2021 AAAI) Re4: Read the paper CGSum: Enhancing Scientific Papers Summarization with Citation Graph
2. (2021 ACL) Re5:Definition TWAG: A Topic-guided Wikipedia Abstract Generator
3. (2022 AAAI) Re12：读论文 Se3 Semantic Self-segmentation for Abstractive Summarization of Long Legal Documents in Low
4. (2022 SIGIR) Re32：读论文 Summarizing Legal Regulatory Documents using Transformers
5. (2022 COLING) Re35：读论文 ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining

Legally

1. (2020 ACL) Re23：读论文 How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

LJP

1. (2022 AAAI) Re6：读论文 LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification fro
2. (2017 EMNLP) Re7:Introduction FLA/MLAC/FactLaw Learning to Predict Charges for Criminal Cases with Legal Basis
3. (2022 ACL) Re11：读论文 EPM Legal Judgment Prediction via Event Extraction with Constraints
4. (2022 AAAI) Re14: Read the paper ILLSI Interpretable Low-Resource Legal Decision Making
5. (2021 ACL) Re16：读论文 ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation
6. (2021 NAACL) Re18：读论文 GCI Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis
7. (2021 SIGIR) Re21：读论文 MSJudge Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real
8. (2020 ACL) Re27：读论文 LADAN Distinguish Confusing Law Articles for Legal Judgment Prediction
9. (2022 IJCAI) Re28：读论文 CECP Charge Prediction by Constitutive Elements Matching of Crimes
10. (2022 IPM) Re36：读论文 CEEN Improving legal judgment prediction through reinforced criminal element extraction
11. (2021 SIGIR) Re38：读论文 NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction
12. (2022 COLING) Re 39：读论文 CTM Augmenting Legal Judgment Prediction with Contrastive Case Relations
13. (2022 Artificial Intelligence and Law) Re41：NumLJP Judicial knowledge‑enhanced magnitude‑aware reasoning for numerical legal judgment predi

Classification

1. (2022 NAACL) Re29：读论文 D2GCLF: Document-to-Graph Classifier for Legal Document Classification

textual similarity

1. (2020 SIGIR) Re8：读论文 Hier-SPCNet: A Legal Statute Hierarchy-based Heterogeneous Network for Computing Legal Case

case matching

1. (2022 SIGIR) Re24：读论文 IOT-Match Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Ext

Case retrieval/recommendation

1. (2022 SIGIR) Re25：读论文 Lecut+JOTR Incorporating Retrieval Information into the Truncation of Ranking Lists in the
2. (2022 ACM Transactions on Information Systems) Re30：读论文 LegalGNN: Legal Information Enhanced Graph Neural Network for Recommendation

fairness

1. (2022 AAAI) Re13: Read the paper Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings

event detection

1. (2022 ACL) Re15: Read the paper LEVEN: A Large-Scale Chinese Legal Event Detection Dataset

information extraction

1. (2021 ACL) Re17：读论文 Challenges for Information Extraction from Dialogue in Criminal Law
2. (2021 NAACL) Re19：读论文 Paragraph-level Rationale Extraction through Regularization: A case study on European Court

other

1. (2021 NAACL) Re20：读论文 What About the Precedent: An Information-Theoretic Analysis of Common Law
2. (2022 SIGIR) Re34：读论文 Organizing Portuguese Legal Documents through Topic Discovery

information extraction

Intent recognition + slot filling

1. (2021 ACL) Re 40：读论文 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and

numerical reasoning

MWP

1. (2014 EMNLP) Re42：读论文 ARIS Learning to Solve Arithmetic Word Problems with Verb Categorization
2. (2017 EMNLP) Re43: Read the paper DNS Deep Neural Solver for Math Word Problems