| Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains | Dec 15, 2021 | SegmentationSentence | CodeCode Available | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms | Dec 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Contrastive Learning of Sentence Representations | Dec 1, 2021 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Discrete Wavelet Transform for Efficient Word Embeddings and Sentence Encoding | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Representation of Ambiguity in Pre-Trained Sentence Embeddings | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Class Embeddings for Improved Out-of-Scope Detection in Intent Classification | Nov 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics | Nov 16, 2021 | ClusteringSentence | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Nov 16, 2021 | DenoisingSemantic Similarity | —Unverified | 0 |
| Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Evaluating Metrics for Bias in Word Embeddings | Nov 15, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Variation and generality in encoding of syntactic anomaly information in sentence embeddings | Nov 12, 2021 | Anomaly DetectionSentence | —Unverified | 0 |
| Critical Sentence Identification in Legal Cases Using Multi-Class Classification | Nov 10, 2021 | ClassificationMulti-class Classification | —Unverified | 0 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Quality Estimation Using Round-trip Translation with Sentence Embeddings | Oct 31, 2021 | Machine TranslationRepresentation Learning | —Unverified | 0 |
| TransAug: Translate as Augmentation for Sentence Embeddings | Oct 30, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Semantic Tokenizer for Enhanced Natural Language Processing | Oct 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Oct 16, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence | Oct 14, 2021 | SegmentationSentence | —Unverified | 0 |