{"total":118,"rows":[{"id":"2204.08582","title":"MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages","created":"2022-04-18","cited_by_count":146,"area":null},{"id":"2106.07499","title":"An Empirical Survey of Data Augmentation for Limited Data Learning in NLP","created":"2021-06-14","cited_by_count":101,"area":null},{"id":"2109.07684","title":"Language Models are Few-shot Multilingual Learners","created":"2021-09-16","cited_by_count":92,"area":null},{"id":"2101.03778","title":"Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection","created":"2021-01-11","cited_by_count":70,"area":null},{"id":"2106.02787","title":"BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling","created":"2021-06-05","cited_by_count":56,"area":null},{"id":"2103.03095","title":"A Survey on Spoken Language Understanding: Recent Advances and New Frontiers","created":"2021-03-04","cited_by_count":53,"area":null},{"id":"2109.08877","title":"DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation","created":"2021-09-18","cited_by_count":46,"area":null},{"id":"2405.18653","title":"Recent Advances of Foundation Language Models-based Continual Learning: A Survey","created":"2024-05-28","cited_by_count":46,"area":null},{"id":"2105.07316","title":"From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding","created":"2021-05-15","cited_by_count":43,"area":null},{"id":"2104.08524","title":"Multilingual and Cross-Lingual Intent Detection from Spoken Data","created":"2021-04-17","cited_by_count":35,"area":null},{"id":"2209.06664","title":"SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation","created":"2022-09-14","cited_by_count":34,"area":null},{"id":"2402.18913","title":"AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging","created":"2024-02-29","cited_by_count":34,"area":null},{"id":"2210.14169","title":"Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding","created":"2022-10-25","cited_by_count":32,"area":null},{"id":"2110.07679","title":"GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems","created":"2021-10-14","cited_by_count":31,"area":null},{"id":"2305.03236","title":"A Survey on Out-of-Distribution Detection in NLP","created":"2023-05-05","cited_by_count":31,"area":null},{"id":"2209.06638","title":"SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding","created":"2022-09-14","cited_by_count":28,"area":null},{"id":"2103.07792","title":"Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling","created":"2021-03-13","cited_by_count":25,"area":null},{"id":"2201.13405","title":"Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation","created":"2022-01-31","cited_by_count":23,"area":null},{"id":"2405.13003","title":"A Survey on Recent Advances in Conversational Data Generation","created":"2024-05-12","cited_by_count":23,"area":null},{"id":"2207.10643","title":"STOP: A dataset for Spoken Task Oriented Semantic Parsing","created":"2022-06-29","cited_by_count":22,"area":null},{"id":"2109.03079","title":"GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation","created":"2021-09-07","cited_by_count":20,"area":null},{"id":"2101.00123","title":"Intent Classification and Slot Filling for Privacy Policies","created":"2021-01-01","cited_by_count":19,"area":null},{"id":"2104.08570","title":"Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems","created":"2021-04-17","cited_by_count":17,"area":null},{"id":"2401.06643","title":"Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation","created":"2024-01-12","cited_by_count":17,"area":null},{"id":"2307.14031","title":"Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems","created":"2023-07-26","cited_by_count":16,"area":null},{"id":"2203.08378","title":"Transforming Sequence Tagging Into A Seq2Seq Task","created":"2022-03-16","cited_by_count":15,"area":null},{"id":"2212.10455","title":"MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue","created":"2022-12-20","cited_by_count":15,"area":null},{"id":"2305.13582","title":"Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction","created":"2023-05-23","cited_by_count":15,"area":null},{"id":"2106.06213","title":"CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection","created":"2021-06-11","cited_by_count":14,"area":null},{"id":"2203.11396","title":"Towards Textual Out-of-Domain Detection without In-Domain Labels","created":"2022-03-22","cited_by_count":14,"area":null},{"id":"2207.13211","title":"A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog","created":"2022-07-26","cited_by_count":14,"area":null},{"id":"2305.20080","title":"Findings of the VarDial Evaluation Campaign 2023","created":"2023-05-31","cited_by_count":14,"area":null},{"id":"2403.10882","title":"Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean","created":"2024-03-16","cited_by_count":14,"area":null},{"id":"2109.10856","title":"Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data","created":"2021-09-22","cited_by_count":13,"area":null},{"id":"2209.12953","title":"Dialog Acts for Task-Driven Embodied Agents","created":"2022-09-26","cited_by_count":13,"area":null},{"id":"2105.11246","title":"Cross-lingual Text Classification with Heterogeneous Graph Neural Network","created":"2021-05-24","cited_by_count":12,"area":null},{"id":"2105.02472","title":"XeroAlign: Zero-Shot Cross-lingual Transformer Alignment","created":"2021-05-06","cited_by_count":11,"area":null},{"id":"2106.08484","title":"Generative Conversational Networks","created":"2021-06-15","cited_by_count":11,"area":null},{"id":"2109.13620","title":"Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking","created":"2021-09-28","cited_by_count":11,"area":null},{"id":"2104.09696","title":"X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering","created":"2021-04-20","cited_by_count":10,"area":null},{"id":"2112.08333","title":"AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All","created":"2021-12-15","cited_by_count":9,"area":null},{"id":"2303.17683","title":"Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages","created":"2023-03-30","cited_by_count":9,"area":null},{"id":"2502.06468","title":"Beyond Literal Token Overlap: Token Alignability for Multilinguality","created":"2025-02-10","cited_by_count":9,"area":null},{"id":"2101.10524","title":"El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing","created":"2021-01-26","cited_by_count":8,"area":null},{"id":"2408.16502","title":"LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs?","created":"2024-08-29","cited_by_count":8,"area":null},{"id":"2203.09982","title":"CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding","created":"2022-03-18","cited_by_count":7,"area":null},{"id":"2301.08937","title":"Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien","created":"2023-01-21","cited_by_count":7,"area":null},{"id":"2403.08272","title":"RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education","created":"2024-03-13","cited_by_count":7,"area":null},{"id":"2204.05158","title":"Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems","created":"2022-04-11","cited_by_count":6,"area":null},{"id":"2210.12865","title":"Knowledge Transfer from Answer Ranking to Answer Generation","created":"2022-10-23","cited_by_count":6,"area":null},{"id":"2304.11058","title":"Novel Intent Detection and Active Learning Based Classification (Student Abstract)","created":"2023-02-22","cited_by_count":6,"area":null},{"id":"2311.00116","title":"BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text","created":"2023-10-31","cited_by_count":6,"area":null},{"id":"2407.01411","title":"HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into Multi-Task Transformers for Sequence Labelling","created":"2024-07-01","cited_by_count":6,"area":null},{"id":"2106.01732","title":"Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer","created":"2021-06-03","cited_by_count":5,"area":null},{"id":"2107.09840","title":"Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer","created":"2021-07-21","cited_by_count":5,"area":null},{"id":"2304.01295","title":"Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning","created":"2023-04-03","cited_by_count":5,"area":null},{"id":"2305.10845","title":"TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model","created":"2023-05-18","cited_by_count":5,"area":null},{"id":"2402.03038","title":"Automatic Combination of Sample Selection Strategies for Few-Shot Learning","created":"2024-02-05","cited_by_count":5,"area":null},{"id":"2403.18973","title":"Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition","created":"2024-03-27","cited_by_count":5,"area":null},{"id":"2408.03337","title":"PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements","created":"2024-07-22","cited_by_count":5,"area":null},{"id":"2106.03777","title":"X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing","created":"2021-06-07","cited_by_count":4,"area":null},{"id":"2109.01583","title":"Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding","created":"2021-09-03","cited_by_count":4,"area":null},{"id":"2205.12818","title":"On Building Spoken Language Understanding Systems for Low Resourced Languages","created":"2022-05-25","cited_by_count":4,"area":null},{"id":"2302.09424","title":"Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation","created":"2023-02-18","cited_by_count":4,"area":null},{"id":"2304.13292","title":"Zero-Shot Slot and Intent Detection in Low-Resource Languages","created":"2023-04-26","cited_by_count":4,"area":null},{"id":"2305.09652","title":"The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation","created":"2023-05-16","cited_by_count":4,"area":null},{"id":"2305.13528","title":"Transfer-Free Data-Efficient Multilingual Slot Labeling","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2310.12892","title":"A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems","created":"2023-10-19","cited_by_count":4,"area":null},{"id":"2404.14415","title":"Domain Adaptation in Intent Classification Systems: A Review","created":"2024-03-26","cited_by_count":4,"area":null},{"id":"2205.03656","title":"Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding","created":"2022-05-07","cited_by_count":3,"area":null},{"id":"2302.05454","title":"Distillation of encoder-decoder transformers for sequence labelling","created":"2023-02-10","cited_by_count":3,"area":null},{"id":"2309.11065","title":"UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt","created":"2023-09-20","cited_by_count":3,"area":null},{"id":"2310.10935","title":"Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti","created":"2023-10-17","cited_by_count":3,"area":null},{"id":"2405.12612","title":"Tagengo: A Multilingual Chat Dataset","created":"2024-05-21","cited_by_count":3,"area":null},{"id":"2406.13361","title":"Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching","created":"2024-06-19","cited_by_count":3,"area":null},{"id":"2410.22476","title":"A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents","created":"2024-10-29","cited_by_count":3,"area":null},{"id":"2501.03863","title":"Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study","created":"2025-01-07","cited_by_count":3,"area":null},{"id":"2603.17945","title":"ShapleyLaw: A Game-Theoretic Approach to Multilingual Scaling Laws","created":"2026-03-18","cited_by_count":3,"area":null},{"id":"2101.11360","title":"An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker","created":"2021-01-27","cited_by_count":2,"area":null},{"id":"2204.02546","title":"Quick Starting Dialog Systems with Paraphrase Generation","created":"2022-04-06","cited_by_count":2,"area":null},{"id":"2305.03510","title":"Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment","created":"2023-05-02","cited_by_count":2,"area":null},{"id":"2306.02579","title":"Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model","created":"2023-06-05","cited_by_count":2,"area":null},{"id":"2310.13228","title":"The Less the Merrier? Investigating Language Representation in Multilingual Models","created":"2023-10-20","cited_by_count":2,"area":null},{"id":"2401.07777","title":"Quantum Transfer Learning for Acceptability Judgements","created":"2024-01-15","cited_by_count":2,"area":null},{"id":"2404.17606","title":"SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings","created":"2024-04-25","cited_by_count":2,"area":null},{"id":"2501.03870","title":"Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection","created":"2025-01-07","cited_by_count":2,"area":null},{"id":"2505.10507","title":"The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks","created":"2025-05-15","cited_by_count":2,"area":null},{"id":"2510.07890","title":"Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2105.03627","title":"Improving Cross-Lingual Reading Comprehension with Self-Training","created":"2021-05-08","cited_by_count":1,"area":null},{"id":"2107.11768","title":"A Joint and Domain-Adaptive Approach to Spoken Language Understanding","created":"2021-07-25","cited_by_count":1,"area":null},{"id":"2110.02052","title":"Transfer Learning for Multi-lingual Tasks -- a Survey","created":"2021-08-28","cited_by_count":1,"area":null},{"id":"2208.05757","title":"A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception","created":"2022-08-11","cited_by_count":1,"area":null},{"id":"2304.13005","title":"Evaluating Inter-Bilingual Semantic Parsing for Indian Languages","created":"2023-04-25","cited_by_count":1,"area":null},{"id":"2306.10964","title":"Multilingual Few-Shot Learning via Language Model Retrieval","created":"2023-06-19","cited_by_count":1,"area":null},{"id":"2309.08185","title":"Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning","created":"2023-09-15","cited_by_count":1,"area":null},{"id":"2412.10095","title":"HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation","created":"2024-12-13","cited_by_count":1,"area":null},{"id":"2412.11203","title":"Task-Oriented Dialog Systems for the Senegalese Wolof Language","created":"2024-12-15","cited_by_count":1,"area":null},{"id":"2502.02451","title":"Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study","created":"2025-02-04","cited_by_count":1,"area":null},{"id":"2508.14735","title":"Evaluating Multilingual and Code-Switched Alignment in LLMs via Synthetic Natural Language Inference","created":"2025-08-20","cited_by_count":1,"area":null},{"id":"2605.06832","title":"IntentGrasp: A Comprehensive Benchmark for Intent Understanding","created":"2026-05-07","cited_by_count":1,"area":null}],"next_cursor":"100"}