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Showing 1–25 of 30 papers

TitleStatusHype
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence RepresentationsCode1
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical ReasoningCode1
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningCode1
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification ContextCode1
CKG: Dynamic Representation Based on Context and Knowledge Graph—0
DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining—0
Data-aware Low-Rank Compression for Large NLP Models—0
DRONE: Data-aware Low-rank Compression for Large NLP Models—0
EFSG: Evolutionary Fooling Sentences Generator—0
Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models—0
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation—0
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks—0
Generating Synthetic Datasets for Few-shot Prompt Tuning—0
A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching—0
An Automatic and Efficient BERT Pruning for Edge AI Systems—0
Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task—0
Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks—0
Margin-Based Regularization and Selective Sampling in Deep Neural Networks—0
MerA: Merging Pretrained Adapters For Few-Shot Learning—0
MRPC: An R package for accurate inference of causal graphs—0
On the Importance of Local Information in Transformer Based Models—0
Typhoon: Towards an Effective Task-Specific Masking Strategy for Pre-trained Language Models—0
Unlocking the Global Synergies in Low-Rank Adapters—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
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