Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Feb 22, 2024 Adversarial Attack Contrastive Learning
— Unverified Nonparametric Bayesian Models for Spoken Language Understanding Nov 1, 2016 Slot Filling Spoken Language Understanding
— Unverified On the Non-canonical Valency Filling Dec 1, 2016 Position slot-filling
— Unverified On the Predicate-Argument Structure: Internal and Absorbing Scope Sep 1, 2017 Slot Filling
— Unverified Ontology-Enhanced Slot Filling Aug 25, 2021 dialog state tracking GPU
— Unverified Open Extraction of Fine-Grained Political Statements Sep 1, 2015 Open Information Extraction Slot Filling
— Unverified Open Relation Extraction and Grounding Nov 1, 2017 Relation Relation Extraction
— Unverified Outlier Detection for Improved Data Quality and Diversity in Dialog Systems Apr 5, 2019 Diversity intent-classification
— Unverified PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Sep 28, 2020 Intent Detection Language Modelling
— Unverified Planning for Goal-Oriented Dialogue Systems Oct 17, 2019 Goal-Oriented Dialogue Systems slot-filling
— Unverified Pocket Knowledge Base Population Jul 1, 2017 Knowledge Base Population Open Information Extraction
— Unverified Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism Aug 1, 2018 Data-to-Text Generation Decoder
— Unverified Population of a Knowledge Base for News Metadata from Unstructured Text and Web Data Jun 1, 2012 Entity Extraction using GAN Entity Linking
— Unverified Prior-informed Distant Supervision for Temporal Evidence Classification Aug 1, 2014 Classification General Classification
— Unverified Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Mar 22, 2020 Domain Adaptation Natural Language Understanding
— Unverified Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech Model Oct 4, 2023 Cross-Lingual ASR Decoder
— Unverified Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding Jun 21, 2024 Cross-corpus Decoder
— Unverified Prompt Perturbation Consistency Learning for Robust Language Models Feb 24, 2024 Data Augmentation intent-classification
— Unverified PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Aug 24, 2022 slot-filling Slot Filling
— Unverified QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining Aug 1, 2021 slot-filling Slot Filling
— Unverified Query Tracking for E-commerce Conversational Search: A Machine Comprehension Perspective Oct 8, 2018 Conversational Search Natural Language Understanding
— Unverified Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking Jul 6, 2021 Entity Linking Knowledge Graphs
— Unverified Rapid Prototyping of Form-driven Dialogue Systems Using an Open-source Framework Sep 1, 2016 Dialogue Management Form
— Unverified Rationally Reappraising ATIS-based Dialogue Systems Jul 1, 2019 slot-filling Slot Filling
— Unverified Re2G: Retrieve, Rerank, Generate Jan 16, 2022 Fact Checking GPU
— Unverified Recent Advances in End-to-End Spoken Language Understanding Sep 29, 2019 General Classification named-entity-recognition
— Unverified Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Nov 1, 2020 intent-classification Intent Classification
— Unverified Reduce, Reuse, Recycle: New uses for old QA resources Apr 22, 2018 Relation Relation Extraction
— Unverified In-game Toxic Language Detection: Shared Task and Attention Residuals Nov 11, 2022 slot-filling Slot Filling
Code Code Available Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling Oct 1, 2022 Intent Detection Semantic Frame Parsing
Code Code Available Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti Oct 17, 2023 Intent Detection slot-filling
Code Code Available End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Oct 29, 2022 intent-classification Intent Classification
Code Code Available Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling Oct 1, 2022 Continual Learning Cross-Lingual Transfer
Code Code Available Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning Apr 3, 2023 Cross-Lingual Transfer intent-classification
Code Code Available Effective Slot Filling via Weakly-Supervised Dual-Model Learning May 18, 2021 slot-filling Slot Filling
Code Code Available Neural Baby Talk Mar 27, 2018 Image Captioning Object
Code Code Available Neural Data Augmentation via Example Extrapolation Feb 2, 2021 Data Augmentation Diversity
Code Code Available Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention Jul 1, 2018 Sentence slot-filling
Code Code Available Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task Oct 16, 2023 slot-filling Slot Filling
Code Code Available Neural Models for Sequence Chunking Jan 15, 2017 Chunking Natural Language Understanding
Code Code Available New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark Mar 28, 2024 intent-classification Intent Classification
Code Code Available DELTA: A DEep learning based Language Technology plAtform Aug 2, 2019 Abstractive Text Summarization Deep Learning
Code Code Available Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Mar 30, 2018 Multi-Task Learning Natural Language Understanding
Code Code Available Extracting Multi-valued Relations from Language Models Jul 6, 2023 Relation slot-filling
Code Code Available A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection Sep 3, 2021 slot-filling Slot Filling
Code Code Available Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available Decomposed Meta-Learning for Few-Shot Sequence Labeling Mar 4, 2024 Entity Typing Event Detection
Code Code Available SQL Generation via Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available 