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 51–75 of 914 papers

TitleStatusHype
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Empathy Level Alignment via Reinforcement Learning for Empathetic Response GenerationCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
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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