SOTAVerified

Intent Recognition

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 93 papers

TitleStatusHype
Training Compute-Optimal Large Language ModelsCode6
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in ConversationsCode2
MIntRec: A New Dataset for Multimodal Intent RecognitionCode1
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language ModelsCode1
Large Language Models for Power Scheduling: A User-Centric ApproachCode1
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent RecognitionCode1
New Intent Discovery with Pre-training and Contrastive LearningCode1
Continual Learning in Task-Oriented Dialogue SystemsCode1
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-ExplanationsCode1
Understanding and Enhancing the Transferability of Jailbreaking AttacksCode1
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent DetectionCode1
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding SystemsCode0
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU ModelsCode0
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent RecognitionCode0
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI SystemsCode0
Representation based meta-learning for few-shot spoken intent recognitionCode0
Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary GenerationCode0
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent RecognitionCode0
Do We Need Online NLU Tools?Code0
Developing a Chatbot system using Deep Learning based for Universities consultancyCode0
Efficient data-driven encoding of scene motion using Eccentricity—0
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents—0
EMOE: Modality-Specific Enhanced Dynamic Emotion Experts—0
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics—0
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts—0
Gaze-based intention estimation: principles, methodologies, and applications in HRI—0
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks—0
Impact of Stickers on Multimodal Chat Sentiment Analysis and Intent Recognition: A New Task, Dataset and Baseline—0
Incrementalizing RASA's Open-Source Natural Language Understanding Pipeline—0
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home—0
Integrating Dialog History into End-to-End Spoken Language Understanding Systems—0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems—0
Intent Recognition in Conversational Recommender Systems—0
Intent Recognition in Doctor-Patient Interviews—0
Iterative Data Programming for Expanding Text Classification Corpora—0
Language-Conditioned Robotic Manipulation with Fast and Slow Thinking—0
LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System—0
Learning User Intent from Action Sequences on Interactive Systems—0
Luganda Speech Intent Recognition for IoT Applications—0
Ask, Fail, Repeat: Meeseeks, an Iterative Feedback Benchmark for LLMs' Multi-turn Instruction-Following Ability—0
Mere account mein kitna balance hai? -- On building voice enabled Banking Services for Multilingual Communities—0
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning—0
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions—0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction—0
"My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise—0
Natural Language Sentence Generation from API Specifications—0
NLU for Game-based Learning in Real: Initial Evaluations—0
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots—0
Show:102550
← PrevPage 1 of 2Next →

Benchmark Results

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