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
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
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks—0
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 SystemsCode0
Towards Lifelong Dialogue Agents via Timeline-based Memory Management—0
We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation—0
Detecting Response Generation Not Requiring Factual Judgment—0
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue ModelsCode0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue—0
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models—0
SLM as Guardian: Pioneering AI Safety with Small Language Models—0
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents—0
Unifying Demonstration Selection and Compression for In-Context Learning—0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top—0
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts—0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
Self-Improving Customer Review Response Generation Based on LLMs—0
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models—0
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India—0
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation—0
Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study—0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
Personalized LLM Response Generation with Parameterized Memory InjectionCode0
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM—0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented GenerationCode0
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark—0
Mix-Initiative Response Generation with Dynamic Prefix Tuning—0
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
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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