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 51–100 of 914 papers

TitleStatusHype
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
Fluent Response Generation for Conversational Question AnsweringCode1
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue DatasetCode1
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Focused Attention Improves Document-Grounded GenerationCode1
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningCode1
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Cue-word Driven Neural Response Generation with a Shrinking VocabularyCode1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Empathy Level Alignment via Reinforcement Learning for Empathetic Response GenerationCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response GenerationCode1
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Automating App Review Response GenerationCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue SystemsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Affective Decoding for Empathetic Response GenerationCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
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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