SOTAVerified

Response Generation

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

Papers

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Showing 551–600 of 914 papers

TitleStatusHype
Self-supervised Schema Induction for Task-oriented Dialog—0
KETOD: Knowledge-Enriched Task-Oriented Dialogue—0
BARCOR: Towards A Unified Framework for Conversational Recommendation—0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Zero-shot Cross-lingual Conversational Semantic Role Labeling—0
Inducing Global and Local Knowledge Attention in Multi-turn Dialog Understanding—0
Response Generation with Context-Aware Prompt Learning—0
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk—0
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling—0
Dialogue Response Generation via Contrastive Latent Representation Learning—0
A Large-Scale Dataset for Empathetic Response GenerationCode1
Adaptive Bridge between Training and Inference for Dialogue Generation—0
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation—0
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue SystemsCode1
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
Speculative Sampling in Variational Autoencoders for Dialogue Response GenerationCode0
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations—0
An Approach to Inference-Driven Dialogue Management within a Social Chatbot—0
Adaptive Bridge between Training and Inference for Dialogue—0
A non-hierarchical attention network with modality dropout for textual response generation in multimodal dialogue systems—0
Use of a Taxonomy of Empathetic Response Intents to Control and Interpret Empathy in Neural Chatbots—0
Learning to Acquire Knowledge from a Search Engine for Dialogue Response Generation—0
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation—0
Multimodal Dialogue Response Generation—0
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response GenerationCode1
Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality—0
Beam Search with Bidirectional Strategies for Neural Response Generation—0
Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models—0
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesCode1
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs—0
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward—0
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNetCode0
CEM: Commonsense-aware Empathetic Response GenerationCode1
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System—0
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
TIAGE: A Benchmark for Topic-Shift Aware Dialog ModelingCode1
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Towards Making the Most of Dialogue Characteristics for Neural Chat TranslationCode0
Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models—0
Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection—0
Affective Decoding for Empathetic Response GenerationCode1
Modulating Language Models with Emotions—0
Differentially Private n-gram Extraction—0
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation—0
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
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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