{"total":66,"rows":[{"id":"2205.06266","title":"Lifting the Curse of Multilinguality by Pre-training Modular Transformers","created":"2022-05-12","cited_by_count":146,"area":null},{"id":"2104.08835","title":"CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP","created":"2021-04-18","cited_by_count":142,"area":null},{"id":"2209.11326","title":"Towards Faithful Model Explanation in NLP: A Survey","created":"2022-09-22","cited_by_count":130,"area":null},{"id":"2307.07700","title":"NeurASP: Embracing Neural Networks into Answer Set Programming","created":"2023-07-15","cited_by_count":92,"area":null},{"id":"2302.11529","title":"Modular Deep Learning","created":"2023-02-22","cited_by_count":83,"area":null},{"id":"2111.07736","title":"Continual Learning via Local Module Composition","created":"2021-11-15","cited_by_count":63,"area":null},{"id":"2303.13483","title":"NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations","created":"2023-03-23","cited_by_count":57,"area":null},{"id":"2108.06688","title":"Complex Knowledge Base Question Answering: A Survey","created":"2021-08-15","cited_by_count":52,"area":null},{"id":"2306.05392","title":"Modular Visual Question Answering via Code Generation","created":"2023-06-08","cited_by_count":48,"area":null},{"id":"2201.05176","title":"Neural Approaches to Conversational Information Retrieval","created":"2022-01-13","cited_by_count":42,"area":null},{"id":"2210.06929","title":"On the Explainability of Natural Language Processing Deep Models","created":"2022-10-13","cited_by_count":38,"area":null},{"id":"2110.13880","title":"Understanding Interlocking Dynamics of Cooperative Rationalization","created":"2021-10-26","cited_by_count":36,"area":null},{"id":"2210.15889","title":"Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing","created":"2022-10-28","cited_by_count":35,"area":null},{"id":"2403.00025","title":"On the Challenges and Opportunities in Generative AI","created":"2024-02-28","cited_by_count":31,"area":null},{"id":"2309.06629","title":"The Relational Bottleneck as an Inductive Bias for Efficient Abstraction","created":"2023-09-12","cited_by_count":27,"area":null},{"id":"2311.00308","title":"From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities","created":"2023-11-01","cited_by_count":25,"area":null},{"id":"2112.09054","title":"Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability","created":"2021-12-16","cited_by_count":18,"area":null},{"id":"2106.00320","title":"Distribution Matching for Rationalization","created":"2021-06-01","cited_by_count":14,"area":null},{"id":"2107.01671","title":"Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory","created":"2021-07-04","cited_by_count":14,"area":null},{"id":"2310.14687","title":"API-Assisted Code Generation for Question Answering on Varied Table Structures","created":"2023-10-23","cited_by_count":14,"area":null},{"id":"2311.08273","title":"Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks","created":"2023-11-14","cited_by_count":13,"area":null},{"id":"2103.10574","title":"Hopper: Multi-hop Transformer for Spatiotemporal Reasoning","created":"2021-03-19","cited_by_count":12,"area":null},{"id":"2108.02924","title":"Interpretable Visual Understanding with Cognitive Attention Network","created":"2021-08-06","cited_by_count":12,"area":null},{"id":"2104.07921","title":"VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks","created":"2021-04-16","cited_by_count":11,"area":null},{"id":"2110.01839","title":"Truth-Conditional Captioning of Time Series Data","created":"2021-10-05","cited_by_count":11,"area":null},{"id":"2202.08806","title":"Grammar-Based Grounded Lexicon Learning","created":"2022-02-17","cited_by_count":11,"area":null},{"id":"2208.11445","title":"Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models","created":"2022-08-24","cited_by_count":10,"area":null},{"id":"2310.13265","title":"MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model","created":"2023-10-20","cited_by_count":10,"area":null},{"id":"2109.04053","title":"Table-based Fact Verification with Salience-aware Learning","created":"2021-09-09","cited_by_count":9,"area":null},{"id":"2310.01358","title":"NEUCORE: Neural Concept Reasoning for Composed Image Retrieval","created":"2023-10-02","cited_by_count":8,"area":null},{"id":"2404.19696","title":"Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners","created":"2024-04-30","cited_by_count":8,"area":null},{"id":"2411.11150","title":"A Comprehensive Survey on Visual Question Answering Datasets and Algorithms","created":"2024-11-17","cited_by_count":8,"area":null},{"id":"2405.15164","title":"From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks","created":"2024-05-24","cited_by_count":7,"area":null},{"id":"2109.11848","title":"How to find a good image-text embedding for remote sensing visual question answering?","created":"2021-09-24","cited_by_count":6,"area":null},{"id":"2211.07950","title":"Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs","created":"2022-11-15","cited_by_count":6,"area":null},{"id":"2312.02249","title":"Recursive Visual Programming","created":"2023-12-04","cited_by_count":6,"area":null},{"id":"2103.00519","title":"KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence","created":"2021-02-28","cited_by_count":5,"area":null},{"id":"2105.04976","title":"Designing an Automatic Agent for Repeated Language based Persuasion Games","created":"2021-05-11","cited_by_count":5,"area":null},{"id":"2106.14587","title":"Topos and Stacks of Deep Neural Networks","created":"2021-06-28","cited_by_count":5,"area":null},{"id":"2401.00609","title":"A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots","created":"2023-12-31","cited_by_count":5,"area":null},{"id":"2409.05780","title":"Breaking Neural Network Scaling Laws with Modularity","created":"2024-09-09","cited_by_count":5,"area":null},{"id":"2501.15022","title":"Using Large Language Models for education managements in Vietnamese with low resources","created":"2025-01-25","cited_by_count":4,"area":null},{"id":"2301.09753","title":"Towards Modular Machine Learning Solution Development: Benefits and Trade-offs","created":"2023-01-23","cited_by_count":3,"area":null},{"id":"2305.13092","title":"Improved Compositional Generalization by Generating Demonstrations for Meta-Learning","created":"2023-05-22","cited_by_count":3,"area":null},{"id":"2401.07518","title":"Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends","created":"2024-01-15","cited_by_count":3,"area":null},{"id":"2407.02218","title":"Multi-Modal Video Dialog State Tracking in the Wild","created":"2024-07-02","cited_by_count":3,"area":null},{"id":"2408.12674","title":"One-shot Video Imitation via Parameterized Symbolic Abstraction Graphs","created":"2024-08-22","cited_by_count":3,"area":null},{"id":"2412.07802","title":"Language Model as Visual Explainer","created":"2024-12-08","cited_by_count":3,"area":null},{"id":"2412.08564","title":"Visual Program Distillation with Template-Based Augmentation","created":"2024-12-11","cited_by_count":3,"area":null},{"id":"2105.07141","title":"Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention","created":"2021-05-15","cited_by_count":2,"area":null},{"id":"2106.00257","title":"A Coarse to Fine Question Answering System based on Reinforcement Learning","created":"2021-06-01","cited_by_count":2,"area":null},{"id":"2109.08006","title":"Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning","created":"2021-09-16","cited_by_count":2,"area":null},{"id":"2205.12089","title":"Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution","created":"2022-05-24","cited_by_count":2,"area":null},{"id":"2210.01338","title":"Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning","created":"2022-10-04","cited_by_count":2,"area":null},{"id":"2305.03971","title":"Adaptive loose optimization for robust question answering","created":"2023-05-06","cited_by_count":2,"area":null},{"id":"2305.14410","title":"Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach","created":"2023-05-23","cited_by_count":2,"area":null},{"id":"2111.04785","title":"Visual Question Answering based on Formal Logic","created":"2021-11-08","cited_by_count":1,"area":null},{"id":"2301.08998","title":"Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings","created":"2023-01-21","cited_by_count":1,"area":null},{"id":"2305.16328","title":"Semantic Composition in Visually Grounded Language Models","created":"2023-05-15","cited_by_count":1,"area":null},{"id":"2411.11344","title":"Mitigating Knowledge Conflicts in Language Model-Driven Question Answering","created":"2024-11-18","cited_by_count":1,"area":null},{"id":"2101.06573","title":"Understanding in Artificial Intelligence","created":"2021-01-17","cited_by_count":0,"area":null},{"id":"2103.12048","title":"Extracting the Unknown from Long Math Problems","created":"2021-03-22","cited_by_count":0,"area":null},{"id":"2203.07664","title":"Can you even tell left from right? Presenting a new challenge for VQA","created":"2022-03-15","cited_by_count":0,"area":null},{"id":"2301.11487","title":"Projected Subnetworks Scale Adaptation","created":"2023-01-27","cited_by_count":0,"area":null},{"id":"2306.09005","title":"Modularity Trumps Invariance for Compositional Robustness","created":"2023-06-15","cited_by_count":0,"area":null},{"id":"2309.07429","title":"Semantic Parsing in Limited Resource Conditions","created":"2023-09-14","cited_by_count":0,"area":null}],"next_cursor":null}