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 331–340 of 914 papers

TitleStatusHype
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation—0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models—0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques—0
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
Generalizable and Explainable Dialogue Generation via Explicit Action Learning—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Generating Diverse Translation by Manipulating Multi-Head Attention—0
Exploiting Dialogue Act for Knowledge Selection and Response Generation—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