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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
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Papers (including subtopics)

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
Byte Pair Encoding for Symbolic Music EMNLP 2023
ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs EMNLP 2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust EMNLP 2023
On the Benefits of Learning to Route in Mixture-of-Experts Models EMNLP 2023
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation EMNLP 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation EMNLP 2023
Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023
Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023
Do Transformers Parse while Predicting the Masked Word? EMNLP 2023
JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023
NLP+Vis: NLP Meets Visualization EMNLP 2023
YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023
SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision EMNLP 2023
KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation EMNLP 2023
Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes EMNLP 2023
Pretraining Without Attention EMNLP 2023
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
Knowledge is a Region in Weight Space for Fine-tuned Language Models EMNLP 2023