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Intent Recognition

Papers

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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
New Intent Discovery with Pre-training and Contrastive LearningCode1
MIntRec: A New Dataset for Multimodal Intent RecognitionCode1
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-ExplanationsCode1
Understanding and Enhancing the Transferability of Jailbreaking AttacksCode1
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent RecognitionCode1
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent DetectionCode1
Continual Learning in Task-Oriented Dialogue SystemsCode1
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
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Contextual Augmented Global Contrast for Multimodal Intent Recognition—0
Conversational Intent Understanding for Passengers in Autonomous Vehicles—0
CrossTalk: Enhancing Communication and Collaboration in Videoconferencing with Intent Recognition from Conversational Speech—0
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System—0
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder—0
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
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
From Intent Discovery to Recognition with Topic Modeling and Synthetic Data—0
WDMIR: Wavelet-Driven Multimodal Intent Recognition—0
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages—0
ADMC: Attention-based Diffusion Model for Missing Modalities Feature Completion—0
Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference—0
A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling—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