Identifying Semantic Divergences in Parallel Text without Annotations Mar 29, 2018 Machine Translation Semantic Similarity
Code Code Available 5 IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner May 4, 2016 Semantic Textual Similarity Sentence
Code Code Available 5 Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics May 6, 2020 Language Modeling Language Modelling
Code Code Available 5 Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Oct 26, 2022 Adversarial Robustness Model Optimization
Code Code Available 5 Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples Jun 1, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Improving Lexical Embeddings with Semantic Knowledge Jun 1, 2014 Language Modelling Learning Word Embeddings
Code Code Available 5 Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Sep 15, 2019 intent-classification Intent Classification
Code Code Available 5 SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling May 13, 2020 Abstractive Text Summarization Document Embedding
Code Code Available 5 Indra: A Word Embedding and Semantic Relatedness Server May 1, 2018 Semantic Textual Similarity
Code Code Available 5 Embeddings Evaluation Using a Novel Measure of Semantic Similarity Jan 8, 2022 Embeddings Evaluation Semantic Similarity
Code Code Available 5 Auto-Encoding Dictionary Definitions into Consistent Word Embeddings Oct 1, 2018 Document Classification Machine Translation
Code Code Available 5 Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Feb 11, 2025 Hallucination In-Context Learning
Code Code Available 5 Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content Aug 14, 2018 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available 5 EL Embeddings: Geometric construction of models for the Description Logic EL ++ Feb 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity Jul 1, 2022 Articles Semantic Similarity
Code Code Available 5 BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings May 25, 2016 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Oct 12, 2021 Data Augmentation Machine Translation
Code Code Available 5 Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors Apr 30, 2019 Semantic Textual Similarity Sentence
Code Code Available 5 Ad Hoc Table Retrieval using Semantic Similarity Feb 16, 2018 Retrieval Semantic Similarity
Code Code Available 5 Creating Large-Scale Multilingual Cognate Tables May 1, 2018 Machine Translation Semantic Textual Similarity
Code Code Available 5 DIBERT: Dependency Injected Bidirectional Encoder Representations from Transformers Dec 5, 2021 Language Modeling Language Modelling
Code Code Available 5 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Oct 1, 2022 Contrastive Learning Language Modeling
Code Code Available 5 Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models May 19, 2025 Combinatorial Optimization Semantic Similarity
Code Code Available 5 Entity-enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding Jul 18, 2022 Attribute Referring Expression
Code Code Available 5 