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Showing 1–25 of 34 papers

TitleStatusHype
TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model EncodingsCode1
LEAP: Learnable Pruning for Transformer-based ModelsCode1
Linear Connectivity Reveals Generalization StrategiesCode1
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical ReasoningCode1
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language UnderstandingCode1
Contrastive Representation Learning for Exemplar-Guided Paraphrase GenerationCode1
DAWSON: Data Augmentation using Weak Supervision On Natural Language—0
Feedforward Legendre Memory Unit—0
Few-shot Multimodal Multitask Multilingual Learning—0
Generating Synthetic Datasets for Few-shot Prompt Tuning—0
Unsupervised Paraphrasing with Pretrained Language Models—0
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity—0
BERMo: What can BERT learn from ELMo?—0
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing—0
CKG: Dynamic Representation Based on Context and Knowledge Graph—0
Cross-Architecture Distillation Using Bidirectional CMOW Embeddings—0
On the Importance of Local Information in Transformer Based Models—0
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks—0
Privacy Adhering Machine Un-learning in NLP—0
Increasing Robustness to Spurious Correlations using Forgettable Examples—0
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT—0
A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching—0
Have Attention Heads in BERT Learned Constituency Grammar?—0
Increasing Robustness to Spurious Correlations using Forgettable Examples—0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
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