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 321–330 of 914 papers

TitleStatusHype
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue—0
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems—0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
Towards Lifelong Dialogue Agents via Timeline-based Memory Management—0
We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation—0
Detecting Response Generation Not Requiring Factual Judgment—0
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue ModelsCode0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue—0
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models—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