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 726–750 of 914 papers

TitleStatusHype
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation—0
Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning—0
Entity Resolution in Open-domain Conversations—0
Evaluating and Improving Context Attention Distribution on Multi-Turn Response Generation using Self-Contained Distractions—0
Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues—0
Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study—0
Ever-Evolving Memory by Blending and Refining the Past—0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation—0
Explicit Use of Topicality in Dialogue Response Generation—0
Exploiting Dialogue Act for Knowledge Selection and Response Generation—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning—0
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions—0
FLIRT: Feedback Loop In-context Red Teaming—0
FPI: Failure Point Isolation in Large-scale Conversational Assistants—0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs—0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models—0
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
Generalizable and Explainable Dialogue Generation via Explicit Action Learning—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Generating Diverse Translation by Manipulating Multi-Head Attention—0
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models—0
Generating Multiple Diverse Responses for Short-Text Conversation—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