| Training Compute-Optimal Large Language Models | Mar 29, 2022 | AnachronismsAnalogical Similarity | CodeCode Available | 6 |
| MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations | Mar 16, 2024 | Intent RecognitionMultimodal Intent Recognition | CodeCode Available | 2 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Understanding and Enhancing the Transferability of Jailbreaking Attacks | Feb 5, 2025 | Intent RecognitionRed Teaming | CodeCode Available | 1 |
| Large Language Models for Power Scheduling: A User-Centric Approach | Jun 29, 2024 | Intent RecognitionPrompt Engineering | CodeCode Available | 1 |
| LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations | Jan 23, 2024 | counterfactualFact Checking | CodeCode Available | 1 |
| Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition | Dec 22, 2023 | Contrastive LearningIntent Recognition | CodeCode Available | 1 |
| Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models | Oct 20, 2023 | Intent DetectionIntent Recognition | CodeCode Available | 1 |
| MIntRec: A New Dataset for Multimodal Intent Recognition | Sep 9, 2022 | Intent RecognitionMultimodal Intent Recognition | CodeCode Available | 1 |
| New Intent Discovery with Pre-training and Contrastive Learning | May 25, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection | Jun 8, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 |
| ADMC: Attention-based Diffusion Model for Missing Modalities Feature Completion | Jul 8, 2025 | Intent Recognition | —Unverified | 0 |
| WDMIR: Wavelet-Driven Multimodal Intent Recognition | May 27, 2025 | Intent RecognitionMultimodal Intent Recognition | —Unverified | 0 |
| From Intent Discovery to Recognition with Topic Modeling and Synthetic Data | May 16, 2025 | DiversityIntent Discovery | —Unverified | 0 |
| Ask, Fail, Repeat: Meeseeks, an Iterative Feedback Benchmark for LLMs' Multi-turn Instruction-Following Ability | Apr 30, 2025 | Instruction FollowingIntent Recognition | —Unverified | 0 |
| A-MESS: Anchor based Multimodal Embedding with Semantic Synchronization for Multimodal Intent Recognition | Mar 25, 2025 | Contrastive LearningIntent Recognition | —Unverified | 0 |
| TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research | Mar 17, 2025 | Intent RecognitionText to SQL | —Unverified | 0 |
| EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents | Jan 23, 2025 | ChatbotIn-Context Learning | —Unverified | 0 |
| CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System | Jan 3, 2025 | ChunkingHallucination | —Unverified | 0 |
| EMOE: Modality-Specific Enhanced Dynamic Emotion Experts | Jan 1, 2025 | Emotion RecognitionIntent Recognition | —Unverified | 0 |
| "My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise | Dec 28, 2024 | Intent RecognitionNatural Language Understanding | —Unverified | 0 |
| TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction | Dec 11, 2024 | Intent RecognitionMultimodal Intent Recognition | —Unverified | 0 |
| SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing | Nov 28, 2024 | Intent RecognitionModel Selection | —Unverified | 0 |
| Scholar Name Disambiguation with Search-enhanced LLM Across Language | Nov 26, 2024 | Information RetrievalIntent Recognition | —Unverified | 0 |
