Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning

Keyphrases

• Contrastive Learning 100%
• Knowledge-grounded Dialogue 100%
• Real Application 33%
• Learning Framework 33%
• Real-world Noise 33%
• Dialogue Context 33%
• Knowledge Grounded Dialogue System 33%
• Noisy Input 16%
• Benchmark Dataset 16%
• Evaluation Score 16%
• External Knowledge 16%
• Positive Samples 16%
• Art Performance 16%
• Response-adapted 16%
• Knowledge Graph 16%
• Pre-training Strategy 16%
• Large Language Models 16%
• Contextual Knowledge 16%
• Entity Information 16%
• Automatic Evaluation 16%
• Incompletion 16%
• Misspellings 16%
• Dialogue Model 16%
• Few-shot Setting 16%
• Negative Samples 16%
• Building Knowledge 16%
• Semantic-relevant 16%

Computer Science

• Contrastive Learning 100%
• Learning Framework 66%
• Real Application 66%
• Dialog System 66%
• Art Performance 33%
• New-State 33%
• External Knowledge 33%
• Experimental Result 33%
• Large Language Model 33%
• Knowledge Graph 33%