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 326–350 of 914 papers

TitleStatusHype
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 Generation—0
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