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 301325 of 914 papers

TitleStatusHype
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue0
Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support0
Fine-grained Conversational Decoding via Isotropic and Proximal SearchCode0
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded DialogCode0
Knowledge-enhanced Memory Model for Emotional Support Conversation0
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded DialogueCode0
Compressing Context to Enhance Inference Efficiency of Large Language ModelsCode2
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models0
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions0
BoilerBot: A reliable task-oriented chatbot enhanced with large language modelsCode0
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningCode1
Guiding Instruction-based Image Editing via Multimodal Large Language ModelsCode4
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring0
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration0
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues0
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue SystemsCode0
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback0
RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue0
Tree of Uncertain Thoughts Reasoning for Large Language Models0
Hi Model, generating 'nice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation MetricCode0
Towards Reliable and Fluent Large Language Models: Incorporating Feedback Learning Loops in QA Systems0
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in ChineseCode4
Promoting Open-domain Dialogue Generation through Learning Pattern Information between Contexts and ResponsesCode0
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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