RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Nov 2, 2022 Question Answering Question Generation
Code Code Available Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement Nov 1, 2022 Extractive Summarization Semantic Similarity
— Unverified Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation Oct 29, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Zero-Shot Text Matching for Automated Auditing using Sentence Transformers Oct 28, 2022 Information Retrieval Question Answering
— Unverified You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM Oct 28, 2022 Language Modeling Language Modelling
Code Code Available SSD: Towards Better Text-Image Consistency Metric in Text-to-Image Generation Oct 27, 2022 Image Generation Semantic Similarity
Code Code Available Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model Oct 27, 2022 Language Modeling Language Modelling
— Unverified Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Oct 26, 2022 Adversarial Robustness Model Optimization
Code Code Available A practical method for occupational skills detection in Vietnamese job listings Oct 26, 2022 named-entity-recognition Named Entity Recognition
— Unverified Pointly-Supervised Panoptic Segmentation Oct 25, 2022 Panoptic Segmentation Segmentation
Code Code Available Subspace Representations for Soft Set Operations and Sentence Similarities Oct 24, 2022 Retrieval Semantic Textual Similarity
Code Code Available Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Multi-view Semantic Matching of Question retrieval using Fine-grained Semantic Representations Oct 21, 2022 Keyword Extraction Question Answering
— Unverified AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Oct 18, 2022 Abstract Meaning Representation Semantic Similarity
Code Code Available Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task Oct 14, 2022 Semantic Textual Similarity STS
— Unverified MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available Like a bilingual baby: The advantage of visually grounding a bilingual language model Oct 11, 2022 Language Modeling Language Modelling
— Unverified SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning Oct 8, 2022 Contrastive Learning Data Augmentation
Code Code Available Learning to embed semantic similarity for joint image-text retrieval Oct 7, 2022 Image-text Retrieval Metric Learning
— Unverified GMA3D: Local-Global Attention Learning to Estimate Occluded Motions of Scene Flow Oct 7, 2022 Autonomous Driving Motion Segmentation
Code Code Available Reinforcement Learning with Large Action Spaces for Neural Machine Translation Oct 6, 2022 Machine Translation NMT
— Unverified Measuring Fine-Grained Semantic Equivalence with Abstract Meaning Representation Oct 6, 2022 Abstract Meaning Representation Machine Translation
— Unverified Weak-shot Semantic Segmentation via Dual Similarity Transfer Oct 5, 2022 Segmentation Semantic Segmentation
Code Code Available A Framework for Web Services Retrieval Using Bio Inspired Clustering Oct 4, 2022 Clustering Retrieval
— Unverified ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Lexical semantics enhanced neural word embeddings Oct 3, 2022 Metric Learning Semantic Similarity
— Unverified SNLP at TextGraphs 2022 Shared Task: Unsupervised Natural Language Premise Selection in Mathematical Texts Using Sentence-MPNet Oct 1, 2022 Mathematical Proofs Semantic Similarity
— Unverified Varanalysis@SV-Ident 2022: Variable Detection and Disambiguation Based on Semantic Similarity Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models Oct 1, 2022 Automated Theorem Proving Information Retrieval
— Unverified OpticE: A Coherence Theory-Based Model for Link Prediction Oct 1, 2022 Knowledge Graphs Link Prediction
— Unverified Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision Oct 1, 2022 Clustering Cross-corpus
— Unverified CitRet: A Hybrid Model for Cited Text Span Retrieval Oct 1, 2022 Retrieval Semantic Textual Similarity
Code Code Available QSTS: A Question-Sensitive Text Similarity Measure for Question Generation Oct 1, 2022 Question Generation Question-Generation
— Unverified 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 A Generalized Method for Automated Multilingual Loanword Detection Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation Oct 1, 2022 Contrastive Learning Semantic Textual Similarity
— Unverified Evaluation of taxonomic and neural embedding methods for calculating semantic similarity Sep 30, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Word to Sentence Visual Semantic Similarity for Caption Generation: Lessons Learned Sep 26, 2022 Caption Generation Semantic Similarity
— Unverified SAPA: Similarity-Aware Point Affiliation for Feature Upsampling Sep 26, 2022 Decoder Depth Estimation
Code Code Available Raising the Bar on the Evaluation of Out-of-Distribution Detection Sep 24, 2022 image-classification Image Classification
— Unverified Unsupervised Hashing with Semantic Concept Mining Sep 23, 2022 Image Retrieval Prompt Engineering
Code Code Available An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Sep 22, 2022 Contrastive Learning Representation Learning
Code Code Available EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics Sep 20, 2022 CPU GPU
Code Code Available Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Sep 20, 2022 Clustering Contrastive Learning
Code Code Available A Closer Look at Novel Class Discovery from the Labeled Set Sep 19, 2022 Novel Class Discovery Semantic Similarity
— Unverified Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Sep 13, 2022 Contrastive Learning Knowledge Distillation
Code Code Available Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Sep 13, 2022 Contrastive Learning Language Modeling
Code Code Available 