Dual Inference for Improving Language Understanding and Generation
Comments Published in Findings of EMNLP 2020. The first two authors contributed to this paper equally
期刊&会议
EMNLP
Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
Comments Proceedings of EMNLP 2020
Automatically Identifying Gender Issues in Machine Translation using Perturbations
Comments Findings of EMNLP 2020
Calibration of Pre-trained Transformers
Comments Accepted to EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach
Comments EMNLP 2020. (Code: https://github.com/yumeng5/LOTClass)
The EOS Decision and Length Extrapolation
Comments 16 page, 7 Figures, 9 Tables, Blackbox NLP Workshop at EMNLP 2020
Re-evaluating Evaluation in Text Summarization
Comments Accepted at EMNLP 2020
NwQM: A neural quality assessment framework for Wikipedia
Comments EMNLP 2020: Long paper
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion
Comments 14 pages, 5 figures, Accepted to Findings of EMNLP 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision
Comments EMNLP 2020 (15 pages)
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding
Comments accepted to EMNLP 2020
Easy, Reproducible and Quality-Controlled Data Collection with Crowdaq
Comments Accepted to the demo track of EMNLP 2020
Probing for Multilingual Numerical Understanding in Transformer-Based Language Models
Comments BlackboxNLP (EMNLP 2020)
Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora
Comments EMNLP 2020 Findings
With Little Power Comes Great Responsibility
Comments To appear at EMNLP 2020
Are Some Words Worth More than Others?
Comments EMNLP 2020 Eval4NLP Workshop
BioMegatron: Larger Biomedical Domain Language Model
Comments Accepted for publication at EMNLP 2020
Assessing Phrasal Representation and Composition in Transformers
Comments Accepted at EMNLP 2020
Teaching Machine Comprehension with Compositional Explanations
Comments Accepted to EMNLP 2020 Findings. Camera-ready version. Project page: http://inklab.usc.edu/mrc-explanation-project/
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others
Comments EMNLP Workshop on Noisy User-generated Text (W-NUT 2020)
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach
Comments EMNLP Workshop on Noisy User-generated Text (W-NUT 2020)
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!
Journal ref Published in EMNLP 2020
Multilingual Argument Mining: Datasets and Analysis
Comments Accepted to Findings of EMNLP 2020 (Long Paper). For the associated multilingual arguments and evidence corpus, see https://www.research.ibm.com/haifa/dept/vst/debating_data.shtml#Multilingual%20Argument%20Mining
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering
Comments EMNLP 2020
KLearn: Background Knowledge Inference from Summarization Data
Comments Accepted at Findings of EMNLP 2020
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation
Comments Accepted to Findings of EMNLP 2020
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance
Comments EMNLP 2020 Eval4NLP Workshop
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance
Comments EMNLP 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks
Comments Findings of EMNLP 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems
Comments EMNLP 2020
