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 201–250 of 914 papers

TitleStatusHype
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
Self-Improving Customer Review Response Generation Based on LLMs—0
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
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
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
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
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language ModelsCode1
From Matching to Generation: A Survey on Generative Information RetrievalCode3
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
Towards Enhancing Health Coaching Dialogue in Low-Resource SettingsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Personalized LLM Response Generation with Parameterized Memory InjectionCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM—0
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
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue DatasetCode1
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation—0
Improving the Robustness of Large Language Models via Consistency Alignment—0
A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems—0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
Multi-party Response Generation with Relation Disentanglement—0
Parameter Efficient Reinforcement Learning from Human Feedback—0
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?Code1
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking—0
Thread Detection and Response Generation using Transformers with Prompt Optimisation—0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue GenerationCode0
Ever-Evolving Memory by Blending and Refining the Past—0
Self-Consistent Decoding for More Factual Open ResponsesCode0
Open Assistant Toolkit -- version 2Code1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
Self-Refinement of Language Models from External Proxy Metrics Feedback—0
Exploiting Emotion-Semantic Correlations for Empathetic Response GenerationCode0
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
RecMind: Japanese Movie Recommendation Dialogue with Seeker's Internal State—0
Acknowledgment of Emotional States: Generating Validating Responses for Empathetic Dialogue—0
OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
Large Language Models as Zero-shot Dialogue State Tracker through Function CallingCode2
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles—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