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 731–740 of 914 papers

TitleStatusHype
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
Personalized LLM Response Generation with Parameterized Memory InjectionCode0
Controlling the Focus of Pretrained Language Generation ModelsCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog GenerationCode0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and RankingCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other AwarenessCode0
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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