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 821–830 of 914 papers

TitleStatusHype
Building a Dialogue Corpus Annotated with Expressed and Experienced EmotionsCode0
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL VanishingCode0
From What to Respond to When to Respond: Timely Response Generation for Open-domain Dialogue AgentsCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
Void in Language ModelsCode0
Towards Building Large Scale Multimodal Domain-Aware Conversation SystemsCode0
Fine-grained Conversational Decoding via Isotropic and Proximal SearchCode0
FG-RAG: Enhancing Query-Focused Summarization with Context-Aware Fine-Grained Graph RAGCode0
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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