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 281–290 of 914 papers

TitleStatusHype
Workflow-Guided Response Generation for Task-Oriented Dialogue—0
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming—0
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner MonologueCode0
Context-dependent Instruction Tuning for Dialogue Response Generation—0
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction—0
DUMA: a Dual-Mind Conversational Agent with Fast and Slow Thinking—0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
TaskDiff: A Similarity Metric for Task-Oriented Conversations—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—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