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 301–350 of 914 papers

TitleStatusHype
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue—0
Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support—0
Fine-grained Conversational Decoding via Isotropic and Proximal SearchCode0
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded DialogueCode0
Knowledge-enhanced Memory Model for Emotional Support Conversation—0
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded DialogCode0
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 Models—0
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions—0
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 Scoring—0
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration—0
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues—0
PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue SystemsCode0
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback—0
RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue—0
Tree of Uncertain Thoughts Reasoning for Large Language Models—0
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 Systems—0
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
Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response GenerationCode0
NewsDialogues: Towards Proactive News Grounded ConversationCode0
A Large Language Model Enhanced Conversational Recommender System—0
FLIRT: Feedback Loop In-context Red Teaming—0
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator—0
Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation—0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems—0
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue GenerationCode0
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue SystemCode0
Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation—0
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and RankingCode0
On the Effectiveness of Offline RL for Dialogue Response GenerationCode0
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language ModelsCode0
SimpleMTOD: A Simple Language Model for Multimodal Task-Oriented Dialogue with Symbolic Scene Representation—0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
System-Level Natural Language FeedbackCode0
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and LimitationsCode0
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer—0
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
The ADAIO System at the BEA-2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues—0
WHAT, WHEN, and HOW to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue—0
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation—0
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
Contextual Knowledge Learning For Dialogue Generation—0
SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine CollaborationCode2
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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