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TitleStatusHype
Learning Confidence for Transformer-based Neural Machine TranslationCode1
BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment AnalysisCode1
Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue—0
Language modeling via stochastic processesCode1
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge DistillationCode1
Word Order Does Matter (And Shuffled Language Models Know It)—0
How Do We Answer Complex Questions: Discourse Structure of Long-form AnswersCode1
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorCode0
Quality Controlled Paraphrase GenerationCode1
Parallel Instance Query Network for Named Entity RecognitionCode1
DEIM: An effective deep encoding and interaction model for sentence matching—0
Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision—0
Radiology Text Analysis System (RadText): Architecture and EvaluationCode1
Neural Machine Translation with Phrase-Level Universal Visual RepresentationsCode1
Do Multilingual Language Models Capture Differing Moral Norms?—0
GRS: Combining Generation and Revision in Unsupervised Sentence SimplificationCode0
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection—0
Modeling Dual Read/Write Paths for Simultaneous Machine TranslationCode1
Prediction of speech intelligibility with DNN-based performance measures—0
RoMe: A Robust Metric for Evaluating Natural Language GenerationCode1
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation—0
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework—0
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionCode1
TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation—0
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals—0
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure—0
Better Quality Estimation for Low Resource Corpus Mining—0
Unsupervised Extractive Opinion Summarization Using Sparse CodingCode0
SCD: Self-Contrastive Decorrelation for Sentence EmbeddingsCode1
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and ClusteringCode1
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Combining dynamic local context focus and dependency cluster attention for aspect-level sentiment classificationCode0
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment AnalysisCode1
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based LearningCode1
Towards Semantic Search for Community Question Answering for Mortgage Officers—0
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations—0
WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition—0
Pruned Graph Neural Network for Short Story Ordering—0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns—0
SciNLI: A Corpus for Natural Language Inference on Scientific TextCode1
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video—0
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Hierarchical BERT for Medical Document Understanding—0
Integrating Dependency Tree Into Self-attention for Sentence Representation—0
Block-Sparse Adversarial Attack to Fool Transformer-Based Text ClassifiersCode0
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence EmbeddingsCode1
A new approach to calculating BERTScore for automatic assessment of translation quality—0
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages—0
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification—0
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach—0
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