Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available 5 Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available 5 DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available 5 3D-AVS: LiDAR-based 3D Auto-Vocabulary Segmentation Jun 13, 2024 Autonomous Driving Object
Code Code Available 5 Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available 5 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Sep 20, 2024 Anomaly Detection Fault Diagnosis
Code Code Available 5 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 5 Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Apr 16, 2021 Contrastive Learning Cross-Lingual Semantic Textual Similarity
Code Code Available 5 Efficient Neural Ranking using Forward Indexes Oct 12, 2021 CPU Document Ranking
Code Code Available 5 Bootstrapped Unsupervised Sentence Representation Learning Aug 1, 2021 Representation Learning Semantic Textual Similarity
Code Code Available 5 Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling May 10, 2022 Few-Shot Image Classification General Classification
Code Code Available 5 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
Code Code Available 5 FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available 5 DiffSim: Taming Diffusion Models for Evaluating Visual Similarity Dec 19, 2024 Contrastive Learning Denoising
Code Code Available 5 CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
Code Code Available 5 Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available 5 Generating Natural Language Attacks in a Hard Label Black Box Setting Dec 29, 2020 Adversarial Text Semantic Similarity
Code Code Available 5 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
Code Code Available 5 Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
Code Code Available 5 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
Code Code Available 5 Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available 5 