SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 701750 of 914 papers

TitleStatusHype
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation0
Do LLM Agents Exhibit Social Behavior?0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems0
Dual Semantic Knowledge Composed Multimodal Dialog Systems0
DUMA: a Dual-Mind Conversational Agent with Fast and Slow Thinking0
Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models0
EchoLM: Accelerating LLM Serving with Real-time Knowledge Distillation0
E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation0
Effective Incorporation of Speaker Information in Utterance Encoding in Dialog0
Efficient and Accurate Memorable Conversation Model using DPO based on sLLM0
Efficient Response Generation Method Selection for Fine-Tuning Large Language Models0
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction0
Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation0
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation0
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities0
Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality0
Empathetic Response Generation via Emotion Cause Transition Graph0
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances0
Enabling Real-Time Conversations with Minimal Training Costs0
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs0
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking0
Enhancing Dialogue Generation in Werewolf Game Through Situation Analysis and Persuasion Strategies0
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs0
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation0
Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning0
Entity Resolution in Open-domain Conversations0
Evaluating and Improving Context Attention Distribution on Multi-Turn Response Generation using Self-Contained Distractions0
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues0
Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study0
Ever-Evolving Memory by Blending and Refining the Past0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation0
Explicit Use of Topicality in Dialogue Response Generation0
Exploiting Dialogue Act for Knowledge Selection and Response Generation0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning0
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions0
FLIRT: Feedback Loop In-context Red Teaming0
FPI: Failure Point Isolation in Large-scale Conversational Assistants0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models0
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs0
Generalizable and Explainable Dialogue Generation via Explicit Action Learning0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation0
Generating Diverse Translation by Manipulating Multi-Head Attention0
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models0
Generating Multiple Diverse Responses for Short-Text Conversation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified