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 51–75 of 914 papers

TitleStatusHype
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
Towards Enhancing Health Coaching Dialogue in Low-Resource SettingsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue DatasetCode1
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?Code1
Open Assistant Toolkit -- version 2Code1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender SystemsCode1
TOD-Flow: Modeling the Structure of Task-Oriented DialoguesCode1
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute ControlCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningCode1
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Improved Instruction Ordering in Recipe-Grounded ConversationCode1
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense KnowledgeCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationCode1
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation RegularizationCode1
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded DialogsCode1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Show:102550
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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