COLIEE 2021 video presentations
Panel 1
Retrieving Legal Cases from a Large-scale Candidate Corpus
BERT-based Ensemble Methods with Data Augmentation for Legal Textual Entailment in COLIEE Statute Law Task
BERT-based Ensemble Methods for Information Retrieval and Legal Textual Entailment in COLIEE Statute Law Task
ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing
JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021
Predicate's Argument Resolver and Entity Abstraction for Legal Question Answering: KIS teams at COLIEE 2021 shared task
SIAT@COLIEE-2021: Combining Statistics Recall and Semantic Ranking for Legal Case Retrieval and Entailment
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization re-ranking for case law retrieval
Panel 2
COLIEE summarization paper: Task 1
COLIEE summarization paper: Task 2
COLIEE summarization paper: Task 3
COLIEE summarization paper: Task 4 and 5
To Tune or Not To Tune? Zero-shot Models for Legal Case Entailment
Yes, BM25 is a Strong Baseline for Legal Case Retrieval
Legal Norm Retrieval with Variations of the BERT Model Combined with TF-IDF Vectorization
Using Contextual Word Embeddings and Graph Embeddings for Legal Textual Entailment Classification
A Pentapus Grapples with Legal Reasoning
BM25 and Transformer-based Legal Information Extraction and Entailment-1
BM25 and Transformer-based Legal Information Extraction and Entailment-2