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 151–175 of 914 papers

TitleStatusHype
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue DatasetCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
A Controllable Model of Grounded Response GenerationCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue ModellingCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationCode1
Personalized Response Generation via Generative Split Memory NetworkCode1
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine TeachingCode1
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?Code0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
CAiRE: An Empathetic Neural ChatbotCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
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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