SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 361–370 of 914 papers

TitleStatusHype
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationCode1
Personalized Predictive ASR for Latency Reduction in Voice Assistants—0
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation RegularizationCode1
EM Pre-training for Multi-party Dialogue Response GenerationCode0
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded DialogsCode1
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluationCode0
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
Dual Semantic Knowledge Composed Multimodal Dialog Systems—0
Use of a Taxonomy of Empathetic Response Intents to Control and Interpret Empathy in Neural Chatbots—0
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified