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 326–350 of 914 papers

TitleStatusHype
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