Intent Detection in the Age of LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Arora, Gaurav, Jain, Shreya, Merugu, Srujana |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
by: Arora, Gaurav, et al.
Published: (2024)
by: Arora, Gaurav, et al.
Published: (2024)
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
by: Kothyari, Mayank, et al.
Published: (2025)
by: Kothyari, Mayank, et al.
Published: (2025)
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models
by: Dey, Prasenjit, et al.
Published: (2025)
by: Dey, Prasenjit, et al.
Published: (2025)
qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs
by: Shukla, Shreya, et al.
Published: (2025)
by: Shukla, Shreya, et al.
Published: (2025)
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
by: Wang, Pei, et al.
Published: (2024)
by: Wang, Pei, et al.
Published: (2024)
On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation
by: Birkmose, Rune, et al.
Published: (2025)
by: Birkmose, Rune, et al.
Published: (2025)
Intent Recognition and Out-of-Scope Detection using LLMs in Multi-party Conversations
by: Castillo-López, Galo, et al.
Published: (2025)
by: Castillo-López, Galo, et al.
Published: (2025)
Mitigating Jailbreaks with Intent-Aware LLMs
by: Yeo, Wei Jie, et al.
Published: (2025)
by: Yeo, Wei Jie, et al.
Published: (2025)
Known Intents, New Combinations: Clause-Factorized Decoding for Compositional Multi-Intent Detection
by: Nandy, Abhilash
Published: (2026)
by: Nandy, Abhilash
Published: (2026)
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents
by: Jain, Akriti, et al.
Published: (2025)
by: Jain, Akriti, et al.
Published: (2025)
Dialogue Without Limits: Constant-Sized KV Caches for Extended Responses in LLMs
by: Ghadia, Ravi, et al.
Published: (2025)
by: Ghadia, Ravi, et al.
Published: (2025)
Detecting Conversational Mental Manipulation with Intent-Aware Prompting
by: Ma, Jiayuan, et al.
Published: (2024)
by: Ma, Jiayuan, et al.
Published: (2024)
Exploring Robustness of LLMs to Paraphrasing Based on Sociodemographic Factors
by: Arora, Pulkit, et al.
Published: (2025)
by: Arora, Pulkit, et al.
Published: (2025)
An Interdisciplinary Review of Commonsense Reasoning and Intent Detection
by: Sakib, Md Nazmus
Published: (2025)
by: Sakib, Md Nazmus
Published: (2025)
Culturally-Aware Conversations: A Framework & Benchmark for LLMs
by: Havaldar, Shreya, et al.
Published: (2025)
by: Havaldar, Shreya, et al.
Published: (2025)
SEPSIS: I Can Catch Your Lies -- A New Paradigm for Deception Detection
by: Rani, Anku, et al.
Published: (2023)
by: Rani, Anku, et al.
Published: (2023)
Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
by: He, Xuanli, et al.
Published: (2026)
by: He, Xuanli, et al.
Published: (2026)
Intent Detection and Entity Extraction from BioMedical Literature
by: Mullick, Ankan, et al.
Published: (2024)
by: Mullick, Ankan, et al.
Published: (2024)
BlendX: Complex Multi-Intent Detection with Blended Patterns
by: Yoon, Yejin, et al.
Published: (2024)
by: Yoon, Yejin, et al.
Published: (2024)
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
by: Lin, I-Fan, et al.
Published: (2024)
by: Lin, I-Fan, et al.
Published: (2024)
Machine Unlearning in Large Language Models
by: Gundavarapu, Saaketh Koundinya, et al.
Published: (2024)
by: Gundavarapu, Saaketh Koundinya, et al.
Published: (2024)
Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation
by: Kumar, Tanay, et al.
Published: (2026)
by: Kumar, Tanay, et al.
Published: (2026)
Friend or Foe: How LLMs' Safety Mind Gets Fooled by Intent Shift Attack
by: Ding, Peng, et al.
Published: (2025)
by: Ding, Peng, et al.
Published: (2025)
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition
by: Hengst, Floris den, et al.
Published: (2024)
by: Hengst, Floris den, et al.
Published: (2024)
A Generative Model for Joint Multiple Intent Detection and Slot Filling
by: Li, Liz, et al.
Published: (2026)
by: Li, Liz, et al.
Published: (2026)
Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling
by: Feng, Zihao, et al.
Published: (2025)
by: Feng, Zihao, et al.
Published: (2025)
Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering
by: Amirizaniani, Maryam, et al.
Published: (2026)
by: Amirizaniani, Maryam, et al.
Published: (2026)
Intent Mismatch Causes LLMs to Get Lost in Multi-Turn Conversation
by: Liu, Geng, et al.
Published: (2026)
by: Liu, Geng, et al.
Published: (2026)
A Large-Scale Dataset and Citation Intent Classification in Turkish with LLMs
by: Karaca, Kemal Sami, et al.
Published: (2025)
by: Karaca, Kemal Sami, et al.
Published: (2025)
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs
by: Koloveas, Paris, et al.
Published: (2025)
by: Koloveas, Paris, et al.
Published: (2025)
IntentGPT: Few-shot Intent Discovery with Large Language Models
by: Rodriguez, Juan A., et al.
Published: (2024)
by: Rodriguez, Juan A., et al.
Published: (2024)
MathDuels: Evaluating LLMs as Problem Posers and Solvers
by: Xu, Zhiqiu, et al.
Published: (2026)
by: Xu, Zhiqiu, et al.
Published: (2026)
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection
by: Mullick, Ankan, et al.
Published: (2025)
by: Mullick, Ankan, et al.
Published: (2025)
Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs
by: Askari, Arian, et al.
Published: (2024)
by: Askari, Arian, et al.
Published: (2024)
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy
by: Agarwal, Vibhav, et al.
Published: (2024)
by: Agarwal, Vibhav, et al.
Published: (2024)
PromptTailor: Multi-turn Intent-Aligned Prompt Synthesis for Lightweight LLMs
by: Xu, Yizhou, et al.
Published: (2025)
by: Xu, Yizhou, et al.
Published: (2025)
LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs
by: Sidibomma, Rushendra, et al.
Published: (2024)
by: Sidibomma, Rushendra, et al.
Published: (2024)
LinGO: A Linguistic Graph Optimization Framework with LLMs for Interpreting Intents of Online Uncivil Discourse
by: Zhang, Yuan, et al.
Published: (2026)
by: Zhang, Yuan, et al.
Published: (2026)
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation
by: Petukhova, Kseniia, et al.
Published: (2025)
by: Petukhova, Kseniia, et al.
Published: (2025)
Multi-Intent Recognition in Dialogue Understanding: A Comparison Between Smaller Open-Source LLMs
by: Ahmad, Adnan, et al.
Published: (2025)
by: Ahmad, Adnan, et al.
Published: (2025)
Similar Items
-
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
by: Arora, Gaurav, et al.
Published: (2024) -
Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing
by: Kothyari, Mayank, et al.
Published: (2025) -
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models
by: Dey, Prasenjit, et al.
Published: (2025) -
qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs
by: Shukla, Shreya, et al.
Published: (2025) -
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
by: Wang, Pei, et al.
Published: (2024)