SOTAVerified

Response Generation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 914 papers

TitleStatusHype
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?Code0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Augmenting Neural Response Generation with Context-Aware Topical AttentionCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse GenerationCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
Learning to Abstract for Memory-augmented Conversational Response GenerationCode0
Consistent Dialogue Generation with Self-supervised Feature LearningCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
CoMAC: Conversational Agent for Multi-Source Auxiliary Context with Sparse and Symmetric Latent InteractionsCode0
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue GenerationCode0
Empathetic Dialog Generation with Fine-Grained IntentsCode0
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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