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 311–320 of 914 papers

TitleStatusHype
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions—0
BoilerBot: A reliable task-oriented chatbot enhanced with large language modelsCode0
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningCode1
Guiding Instruction-based Image Editing via Multimodal Large Language ModelsCode4
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring—0
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration—0
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues—0
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue SystemsCode0
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback—0
RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue—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