GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Feb 2, 2022 Clinical Concept Extraction Language Modeling
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— Unverified Duplicate Detection in a Knowledge Base with PIKA Feb 1, 2022 Graph Neural Network Information Retrieval
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— Unverified Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering Jan 16, 2022 Continual Learning Incremental Learning
— Unverified Reinforcement Learning with Large Action Spaces for Neural Machine Translation Jan 16, 2022 Machine Translation NMT
— Unverified EASE: Entity-Aware Contrastive Learning of Sentence Embedding Jan 16, 2022 Clustering Contrastive Learning
— Unverified Improving Contextual Representation with Gloss Regularized Pre-training Jan 16, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets Jan 16, 2022 Contrastive Learning Semantic Textual Similarity
— Unverified Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Replication Study Jan 14, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Structure and Semantics Preserving Document Representations Jan 11, 2022 Metric Learning Retrieval
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— Unverified Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework Jan 9, 2022 Deep Learning Language Modelling
Code Code Available Embeddings Evaluation Using a Novel Measure of Semantic Similarity Jan 8, 2022 Embeddings Evaluation Semantic Similarity
Code Code Available HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization Jan 1, 2022 Diversity Semantic Segmentation
Code Code Available TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Dec 23, 2021 Benchmarking Clustering
Code Code Available Traffic event description based on Twitter data using Unsupervised Learning Methods for Indian road conditions Dec 23, 2021 Management Semantic Similarity
— Unverified Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Dec 23, 2021 Dialect Identification GPU
Code Code Available Cognition-aware Cognate Detection Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available Superpixel-Based Building Damage Detection from Post-earthquake Imagery Using Deep Neural Networks Dec 9, 2021 Denoising RAG
— Unverified DIBERT: Dependency Injected Bidirectional Encoder Representations from Transformers Dec 5, 2021 Language Modeling Language Modelling
Code Code Available Contrastive Learning of Sentence Representations Dec 1, 2021 Contrastive Learning Semantic Similarity
— Unverified Classifying Verses of the Quran using Doc2vec Dec 1, 2021 regression Semantic Similarity
— Unverified Cross-lingual Alignment of Knowledge Graph Triples with Sentences Dec 1, 2021 Data-to-Text Generation Knowledge Graph Completion
— Unverified Cross-Domain Language Modeling: An Empirical Investigation Dec 1, 2021 Language Modeling Language Modelling
— Unverified Bilingual Topic Models for Comparable Corpora Nov 30, 2021 Cross-Lingual Word Embeddings Retrieval
— Unverified 3D Compositional Zero-shot Learning with DeCompositional Consensus Nov 29, 2021 Benchmarking Compositional Zero-Shot Learning
— Unverified Code Clone Detection based on Event Embedding and Event Dependency Nov 28, 2021 Clone Detection Semantic Similarity
— Unverified Simple Contrastive Representation Adversarial Learning for NLP Tasks Nov 26, 2021 Contrastive Learning Natural Language Understanding
— Unverified Using Distributional Principles for the Semantic Study of Contextual Language Models Nov 23, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Metamorphic Adversarial Detection Pipeline for Face Recognition Systems Nov 22, 2021 Adversarial Attack Face Recognition
— Unverified ConTFV: A Contrastive Learning Framework for Table-based Fact Verification Nov 16, 2021 Binary Classification Contrastive Learning
— Unverified RELiC: Retrieving Evidence for Literary Claims Nov 16, 2021 Information Retrieval Retrieval
— Unverified Compressing Sentence Representation via Homomorphic Projective Distillation Nov 16, 2021 Language Modeling Language Modelling
— Unverified From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains Nov 16, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified QA4PRF: A Question Answering based Framework for Pseudo Relevance Feedback Nov 16, 2021 Question Answering Semantic Similarity
— Unverified Few-shot Named Entity Recognition with Joint Token and Sentence Awareness Nov 16, 2021 Few-Shot Learning Few-shot NER
— Unverified A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Nov 16, 2021 Contrastive Learning Semantic Textual Similarity
— Unverified Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base Nov 16, 2021 Question Answering Semantic Similarity
— Unverified PromptBERT: Improving BERT Sentence Embeddings with Prompts Nov 16, 2021 Denoising Semantic Similarity
— Unverified Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Nov 16, 2021 Contrastive Learning Knowledge Distillation
— Unverified Do We Need to Differentiate Negative Candidates Before Training a Neural Ranker? Nov 16, 2021 Data Augmentation Question Answering
— Unverified NEWSFARM: the Largest Chinese Corpus for Long News Summarization Nov 16, 2021 News Summarization Semantic Similarity
— Unverified Debiased Contrastive Learning of Unsupervised Sentence Representations Nov 16, 2021 Contrastive Learning Semantic Textual Similarity
— Unverified Neural Keyphrase Generation: Analysis and Evaluation Nov 16, 2021 Decoder Keyphrase Generation
— Unverified RoMe: A Robust Metric for Evaluating Natural Language Generation Nov 16, 2021 Natural Language Understanding Semantic Similarity
— Unverified Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets Nov 16, 2021 Contrastive Learning Semantic Textual Similarity
— Unverified Training Cross-Lingual embeddings for Setswana and Sepedi Nov 11, 2021 Cross-Lingual Transfer Semantic Similarity
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