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Intent Recognition

Papers

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Showing 1–50 of 93 papers

TitleStatusHype
ADMC: Attention-based Diffusion Model for Missing Modalities Feature Completion—0
WDMIR: Wavelet-Driven Multimodal Intent Recognition—0
From Intent Discovery to Recognition with Topic Modeling and Synthetic Data—0
Ask, Fail, Repeat: Meeseeks, an Iterative Feedback Benchmark for LLMs' Multi-turn Instruction-Following Ability—0
A-MESS: Anchor based Multimodal Embedding with Semantic Synchronization for Multimodal Intent Recognition—0
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research—0
Understanding and Enhancing the Transferability of Jailbreaking AttacksCode1
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
EMOE: Modality-Specific Enhanced Dynamic Emotion Experts—0
"My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise—0
TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction—0
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing—0
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
Large Language Models for Power Scheduling: A User-Centric ApproachCode1
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning—0
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI SystemsCode0
User Intent Recognition and Semantic Cache Optimization-Based Query Processing Framework using CFLIS and MGR-LAU—0
Luganda Speech Intent Recognition for IoT Applications—0
Impact of Stickers on Multimodal Chat Sentiment Analysis and Intent Recognition: A New Task, Dataset and Baseline—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in ConversationsCode2
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System—0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-ExplanationsCode1
Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary GenerationCode0
Language-Conditioned Robotic Manipulation with Fast and Slow Thinking—0
Contextual Augmented Global Contrast for Multimodal Intent Recognition—0
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent RecognitionCode1
Ultimatum game: regret or fairness?—0
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language ModelsCode1
Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference—0
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent RecognitionCode0
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts—0
CrossTalk: Enhancing Communication and Collaboration in Videoconferencing with Intent Recognition from Conversational Speech—0
Utilisation of open intent recognition models for customer support intent detection—0
The timing bottleneck: Why timing and overlap are mission-critical for conversational user interfaces, speech recognition and dialogue systems—0
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home—0
Preference or Intent? Double Disentangled Collaborative Filtering—0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction—0
Gaze-based intention estimation: principles, methodologies, and applications in HRI—0
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture—0
Intent Recognition in Conversational Recommender Systems—0
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics—0
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks—0
Web-API-Based Chatbot Generation with Analysis and Expansion for Training Sentences—0
MIntRec: A New Dataset for Multimodal Intent RecognitionCode1
Template-based Approach to Zero-shot Intent Recognition—0
Natural Language Sentence Generation from API Specifications—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Chinchilla-70B (few-shot, k=5)Accuracy 92.8—Unverified
2Gopher-280B (few-shot, k=5)Accuracy 88.7—Unverified