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 251–300 of 914 papers

TitleStatusHype
GrounDial: Human-norm Grounded Safe Dialog Response Generation—0
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular FusionCode2
The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends—0
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue—0
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA—0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models—0
Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning—0
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement—0
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems—0
Towards Reliable and Factual Response Generation: Detecting Unanswerable Questions in Information-Seeking ConversationsCode0
STICKERCONV: Generating Multimodal Empathetic Responses from ScratchCode2
Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues—0
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues—0
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis—0
UniRQR: A Unified Model for Retrieval Decision, Query, and Response Generation in Internet-Based Knowledge Dialogue Systems—0
Are LLMs Robust for Spoken Dialogues?—0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System—0
Do LLM Agents Exhibit Social Behavior?—0
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities—0
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender SystemsCode1
K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning—0
CoAScore: Chain-of-Aspects Prompting for NLG Evaluation—0
Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory—0
TOD-Flow: Modeling the Structure of Task-Oriented DialoguesCode1
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language ModelsCode0
E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation—0
Countering Misinformation via Emotional Response GenerationCode0
WatME: Towards Lossless Watermarking Through Lexical Redundancy—0
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response GenerationCode0
Workflow-Guided Response Generation for Task-Oriented Dialogue—0
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming—0
Context-dependent Instruction Tuning for Dialogue Response Generation—0
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner MonologueCode0
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction—0
DUMA: a Dual-Mind Conversational Agent with Fast and Slow Thinking—0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
TaskDiff: A Similarity Metric for Task-Oriented Conversations—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—0
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute ControlCode1
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations—0
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring—0
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionCode4
Contextual Data Augmentation for Task-Oriented Dialog Systems—0
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-TrainingCode0
Lexical Entrainment for Conversational SystemsCode0
Instruction Tuning with Human CurriculumCode0
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
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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