| Aligning LLM Agents by Learning Latent Preference from User Edits | Apr 23, 2024 | DescriptiveLanguage Modelling | CodeCode Available | 1 |
| Towards Enhancing Health Coaching Dialogue in Low-Resource Settings | Apr 13, 2024 | Empathetic Response GenerationResponse Generation | CodeCode Available | 1 |
| CONFLARE: CONFormal LArge language model REtrieval | Apr 4, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset | Mar 26, 2024 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models? | Mar 14, 2024 | Hallucinationimage-classification | CodeCode Available | 1 |
| Open Assistant Toolkit -- version 2 | Mar 1, 2024 | Code GenerationResponse Generation | CodeCode Available | 1 |
| An Iterative Associative Memory Model for Empathetic Response Generation | Feb 28, 2024 | Empathetic Response GenerationResponse Generation | CodeCode Available | 1 |
| CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models | Feb 26, 2024 | Code CompletionResponse Generation | CodeCode Available | 1 |
| Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations | Feb 19, 2024 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| Metacognitive Retrieval-Augmented Large Language Models | Feb 18, 2024 | Response GenerationRetrieval | CodeCode Available | 1 |
| Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems | Dec 18, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| TOD-Flow: Modeling the Structure of Task-Oriented Dialogues | Dec 7, 2023 | Dialog Act ClassificationResponse Generation | CodeCode Available | 1 |
| MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control | Oct 22, 2023 | AttributeChatbot | CodeCode Available | 1 |
| InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems | Oct 13, 2023 | Dialogue State TrackingInformativeness | CodeCode Available | 1 |
| Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents | Oct 13, 2023 | InformativenessKnowledge Distillation | CodeCode Available | 1 |
| From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning | Sep 30, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation | Jun 12, 2023 | DecoderResponse Generation | CodeCode Available | 1 |
| Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference | Jun 1, 2023 | Dialogue GenerationDiversity | CodeCode Available | 1 |
| Improved Instruction Ordering in Recipe-Grounded Conversation | May 26, 2023 | Intent DetectionResponse Generation | CodeCode Available | 1 |
| Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge | May 24, 2023 | Dialogue GenerationEmpathetic Response Generation | CodeCode Available | 1 |
| Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration | May 23, 2023 | DescriptiveResponse Generation | CodeCode Available | 1 |
| Disentangled Variational Autoencoder for Emotion Recognition in Conversations | May 23, 2023 | Emotion RecognitionResponse Generation | CodeCode Available | 1 |
| Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization | May 22, 2023 | Dialogue GenerationResponse Generation | CodeCode Available | 1 |
| Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs | May 20, 2023 | Response Generation | CodeCode Available | 1 |
| KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment | May 11, 2023 | Machine UnlearningResponse Generation | CodeCode Available | 1 |
| Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System | May 4, 2023 | ChatbotResponse Generation | CodeCode Available | 1 |
| Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation | Mar 11, 2023 | Fact CheckingMisinformation | CodeCode Available | 1 |
| Guiding Large Language Models via Directional Stimulus Prompting | Feb 22, 2023 | Response Generation | CodeCode Available | 1 |
| Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support | Feb 7, 2023 | Response GenerationRetrieval | CodeCode Available | 1 |
| Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems | Dec 15, 2022 | Knowledge ProbingResponse Generation | CodeCode Available | 1 |
| CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation | Nov 1, 2022 | DecoderEmpathetic Response Generation | CodeCode Available | 1 |
| ComFact: A Benchmark for Linking Contextual Commonsense Knowledge | Oct 23, 2022 | Knowledge GraphsResponse Generation | CodeCode Available | 1 |
| Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection | Oct 21, 2022 | Dialogue GenerationEmotion Recognition | CodeCode Available | 1 |
| The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding | Sep 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog | Sep 8, 2022 | DiversityManagement | CodeCode Available | 1 |
| CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation | Aug 18, 2022 | Dialogue GenerationEmpathetic Response Generation | CodeCode Available | 1 |
| INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions | Jul 2, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Joint Generator-Ranker Learning for Natural Language Generation | Jun 28, 2022 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| ProsocialDialog: A Prosocial Backbone for Conversational Agents | May 25, 2022 | Dialogue GenerationDialogue Safety Prediction | CodeCode Available | 1 |
| KETOD: Knowledge-Enriched Task-Oriented Dialogue | May 11, 2022 | Response Generation | CodeCode Available | 1 |
| DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation | Apr 27, 2022 | DecoderDiversity | CodeCode Available | 1 |
| HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations | Mar 16, 2022 | Graph Neural NetworkResponse Generation | CodeCode Available | 1 |
| Structure Extraction in Task-Oriented Dialogues with Slot Clustering | Feb 28, 2022 | ClusteringData Augmentation | CodeCode Available | 1 |
| Contrast and Generation Make BART a Good Dialogue Emotion Recognizer | Dec 21, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information | Dec 15, 2021 | Conversational RecommendationLanguage Modeling | CodeCode Available | 1 |
| Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System | Nov 1, 2021 | BenchmarkingResponse Generation | CodeCode Available | 1 |
| A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Large-Scale Dataset for Empathetic Response Generation | Nov 1, 2021 | Empathetic Response GenerationResponse Generation | CodeCode Available | 1 |
| Few-Shot Bot: Prompt-Based Learning for Dialogue Systems | Oct 15, 2021 | ChatbotDialogue State Tracking | CodeCode Available | 1 |
| Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation | Oct 11, 2021 | Response Generation | CodeCode Available | 1 |
