Alert button
Picture for Xiang Ren

Xiang Ren

Alert button

Do Language Models Perform Generalizable Commonsense Inference?

Jun 22, 2021
Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren

Figure 1 for Do Language Models Perform Generalizable Commonsense Inference?
Figure 2 for Do Language Models Perform Generalizable Commonsense Inference?
Figure 3 for Do Language Models Perform Generalizable Commonsense Inference?
Figure 4 for Do Language Models Perform Generalizable Commonsense Inference?
Viaarxiv icon

Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning

Jun 13, 2021
Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren

Figure 1 for Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Figure 2 for Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Figure 3 for Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Figure 4 for Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Viaarxiv icon

AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding

Jun 04, 2021
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong

Figure 1 for AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Figure 2 for AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Figure 3 for AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Figure 4 for AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Viaarxiv icon

Probing Causal Common Sense in Dialogue Response Generation

Apr 21, 2021
Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren

Figure 1 for Probing Causal Common Sense in Dialogue Response Generation
Figure 2 for Probing Causal Common Sense in Dialogue Response Generation
Figure 3 for Probing Causal Common Sense in Dialogue Response Generation
Figure 4 for Probing Causal Common Sense in Dialogue Response Generation
Viaarxiv icon

X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering

Apr 20, 2021
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May

Figure 1 for X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Figure 2 for X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Figure 3 for X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Figure 4 for X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Viaarxiv icon

On the Influence of Masking Policies in Intermediate Pre-training

Apr 18, 2021
Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa

Figure 1 for On the Influence of Masking Policies in Intermediate Pre-training
Figure 2 for On the Influence of Masking Policies in Intermediate Pre-training
Figure 3 for On the Influence of Masking Policies in Intermediate Pre-training
Figure 4 for On the Influence of Masking Policies in Intermediate Pre-training
Viaarxiv icon

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Apr 18, 2021
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren

Figure 1 for CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Figure 2 for CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Figure 3 for CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Figure 4 for CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Viaarxiv icon

FedNLP: A Research Platform for Federated Learning in Natural Language Processing

Apr 18, 2021
Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufen Huang, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr

Figure 1 for FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Figure 2 for FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Figure 3 for FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Figure 4 for FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Viaarxiv icon

Lifelong Learning of Few-shot Learners across NLP Tasks

Apr 18, 2021
Xisen Jin, Mohammad Rostami, Xiang Ren

Figure 1 for Lifelong Learning of Few-shot Learners across NLP Tasks
Figure 2 for Lifelong Learning of Few-shot Learners across NLP Tasks
Figure 3 for Lifelong Learning of Few-shot Learners across NLP Tasks
Figure 4 for Lifelong Learning of Few-shot Learners across NLP Tasks
Viaarxiv icon