SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 5160 of 914 papers

TitleStatusHype
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified