SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Feb 16, 2020 Semantic Textual Similarity Sentence
Code Code Available Symmetrical Synthesis for Deep Metric Learning Jan 31, 2020 Clustering Image Retrieval
Code Code Available SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Nov 8, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available Q8BERT: Quantized 8Bit BERT Oct 14, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Aug 27, 2019 Clustering Linear-Probe Classification
Code Code Available RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available XLNet: Generalized Autoregressive Pretraining for Language Understanding Jun 19, 2019 Audio Question Answering Chinese Reading Comprehension
Code Code Available Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available MedSTS: A Resource for Clinical Semantic Textual Similarity Aug 28, 2018 Decision Making Semantic Similarity
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering May 24, 2018 Question Answering Relation
Code Code Available Universal Sentence Encoder Mar 29, 2018 Conversational Response Selection Semantic Textual Similarity
Code Code Available SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Jul 31, 2017 Machine Translation Question Answering
Code Code Available Supervised Learning of Universal Sentence Representations from Natural Language Inference Data May 5, 2017 Cross-Lingual Natural Language Inference Natural Language Inference
Code Code Available No Fuss Distance Metric Learning using Proxies Mar 21, 2017 Metric Learning Semantic Similarity
Code Code Available Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Feb 17, 2016 Entity Typing Semantic Similarity
Code Code Available Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy Sep 20, 1997 Semantic Similarity Semantic Textual Similarity
Code Code Available SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts Jul 17, 2025 Contrastive Learning Semantic Similarity
— Unverified SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression Jul 8, 2025 Evidence Selection RAG
— Unverified FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection Jul 6, 2025 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available LineRetriever: Planning-Aware Observation Reduction for Web Agents Jun 30, 2025 Retrieval Semantic Similarity
— Unverified DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning Jun 26, 2025 cross-modal alignment Representation Learning
— Unverified Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval Jun 26, 2025 Information Retrieval Machine Translation
— Unverified Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation Jun 25, 2025 Machine Translation Semantic Similarity
— Unverified 