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 251–300 of 914 papers

TitleStatusHype
Unified Understanding of Environment, Task, and Human for Human-Robot Interaction in Real-World EnvironmentsCode0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
ALMA: Alignment with Minimal Annotation—0
TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLMCode0
Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems—0
Strategic Prompting for Conversational Tasks: A Comparative Analysis of Large Language Models Across Diverse Conversational Tasks—0
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language ModelsCode0
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey—0
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models—0
Multi-aspect Depression Severity Assessment via Inductive Dialogue System—0
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?Code0
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation—0
LLM-Aided Efficient Hardware Design Automation—0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Information for Conversation Generation: Proposals Utilising Knowledge Graphs—0
Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue—0
A Survey of Conversational Search—0
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope QuestionsCode0
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy—0
Self-adaptive Multimodal Retrieval-Augmented GenerationCode0
On the Capacity of Citation Generation by Large Language Models—0
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation—0
IntrinsicVoice: Empowering LLMs with Intrinsic Real-time Voice Interaction Abilities—0
Uncovering Factor Level Preferences to Improve Human-Model Alignment—0
Grounding is All You Need? Dual Temporal Grounding for Video Dialog—0
Listening to Patients: A Framework of Detecting and Mitigating Patient Misreport for Medical Dialogue Generation—0
Toxic Subword Pruning for Dialogue Response Generation on Large Language Models—0
PersoBench: Benchmarking Personalized Response Generation in Large Language ModelsCode0
Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation—0
Blind Spatial Impulse Response Generation from Separate Room- and Scene-Specific Information—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Recent Advancement of Emotion Cognition in Large Language Models—0
VERA: Validation and Enhancement for Retrieval Augmented systems—0
Enabling Real-Time Conversations with Minimal Training Costs—0
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style—0
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework—0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive Tasks—0
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion—0
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language ModelsCode0
Enhancing Dialogue Generation in Werewolf Game Through Situation Analysis and Persuasion Strategies—0
Preference-Guided Reflective Sampling for Aligning Language ModelsCode0
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning—0
LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationCode0
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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