conftrace_
← Machine Learning
Machine Learning ›

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

1
4
33
143
2441
5783
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Domain-Specific Sentiment Lexicons Induced from Labeled Documents COLING 2020
DaN+: Danish Nested Named Entities and Lexical Normalization COLING 2020
Language Model Transformers as Evaluators for Open-domain Dialogues COLING 2020
Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
Augmenting NLP models using Latent Feature Interpolations COLING 2020
Fast Word Predictor for On-Device Application COLING 2020
BullStop: A Mobile App for Cyberbullying Prevention COLING 2020
Arabic Curriculum Analysis COLING 2020
Epistolary Education in 21st Century: A System to Support Composition of E-mails by Students to Superiors in Japanese COLING 2020
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances COLING 2020
Query Distillation: BERT-based Distillation for Ensemble Ranking COLING 2020
Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems COLING 2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020
Towards building a Robust Industry-scale Question Answering System COLING 2020
Delexicalized Paraphrase Generation COLING 2020
Misspelling Detection from Noisy Product Images COLING 2020
Extreme Model Compression for On-device Natural Language Understanding COLING 2020
Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance COLING 2020
Model-agnostic Methods for Text Classification with Inherent Noise COLING 2020
Argument from Old Man’s View: Assessing Social Bias in Argumentation COLING 2020
A Dataset for Anaphora Analysis in French Emails COLING 2020
InfoForager: Leveraging Semantic Search with AMR for COVID-19 Research COLING 2020