conftrace_

Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Nearest Neighbor Zero-Shot Inference EMNLP 2022
A Template-based Method for Constrained Neural Machine Translation EMNLP 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
Open-ended Knowledge Tracing for Computer Science Education EMNLP 2022
Sparse Teachers Can Be Dense with Knowledge EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models EMNLP 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation EMNLP 2022
Does Joint Training Really Help Cascaded Speech Translation? EMNLP 2022
Ethics consideration sections in natural language processing papers EMNLP 2022
Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
Evaluating Parameter Efficient Learning for Generation EMNLP 2022
Differentially Private Language Models for Secure Data Sharing EMNLP 2022
Conditional set generation using Seq2seq models EMNLP 2022
Exploring Representation-level Augmentation for Code Search EMNLP 2022
DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022