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 301–325 of 914 papers

TitleStatusHype
The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset GenerationCode0
Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models—0
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement—0
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets—0
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only—0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Improving Retrieval Augmented Language Model with Self-Reasoning—0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model TutorsCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM—0
VDMA: Video Question Answering with Dynamically Generated Multi-Agents—0
MentalAgora: A Gateway to Advanced Personalized Care in Mental Health through Multi-Agent Debating and Attribute Control—0
LLM Internal States Reveal Hallucination Risk Faced With a QueryCode0
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space—0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems—0
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks—0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Towards Comprehensive Preference Data Collection for Reward Modeling—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue—0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems—0
Towards Lifelong Dialogue Agents via Timeline-based Memory Management—0
We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation—0
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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