Incorporating brain-inspired mechanisms for multimodal learning in artificial intelligence May 15, 2025 Computational Efficiency Continual Learning
Code Code Available 5 Improving the Robustness of Question Answering Systems to Question Paraphrasing Jul 1, 2019 Data Augmentation Question Answering
Code Code Available 5 Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts Nov 15, 2023 Question Answering Sentence
Code Code Available 5 Improving the Cross-Lingual Generalisation in Visual Question Answering Sep 7, 2022 Cross-Lingual Transfer Question Answering
Code Code Available 5 QuASE: Question-Answer Driven Sentence Encoding Sep 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 5 Analysing the Robustness of Dual Encoders for Dense Retrieval Against Misspellings May 4, 2022 Contrastive Learning Data Augmentation
Code Code Available 5 Improving Question Answering with External Knowledge Feb 3, 2019 ARC Multiple-choice
Code Code Available 5 Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader May 17, 2019 Question Answering
Code Code Available 5 Atomic Consistency Preference Optimization for Long-Form Question Answering May 14, 2025 Form Long Form Question Answering
Code Code Available 5 Improving Question Answering Performance Using Knowledge Distillation and Active Learning Sep 26, 2021 Active Learning Knowledge Distillation
Code Code Available 5 Convolutional Neural Network Architectures for Matching Natural Language Sentences Mar 11, 2015 Question Answering
Code Code Available 5 ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator May 28, 2024 Information Retrieval Language Modelling
Code Code Available 5 Improving QA Generalization by Concurrent Modeling of Multiple Biases Oct 7, 2020 Extractive Question-Answering Question Answering
Code Code Available 5 Convincing Rationales for Visual Question Answering Reasoning Feb 6, 2024 Question Answering Visual Question Answering
Code Code Available 5 Improving Quality of a Post's Set of Answers in Stack Overflow May 30, 2020 Community Question Answering Question Answering
Code Code Available 5 Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Apr 6, 2022 Information Retrieval Paraphrase Identification
Code Code Available 5 Analysing Mathematical Reasoning Abilities of Neural Models Apr 2, 2019 Mathematical Question Answering Mathematical Reasoning
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Oct 10, 2024 Question Answering Semantic Parsing
Code Code Available 5 Combining Data Generation and Active Learning for Low-Resource Question Answering Nov 27, 2022 Active Learning Answer Generation
Code Code Available 5 Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering Jun 15, 2021 Multi-hop Question Answering Open-Domain Question Answering
Code Code Available 5 Improving Machine Reading Comprehension with General Reading Strategies Oct 31, 2018 ARC Language Modeling
Code Code Available 5 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts Apr 2, 2024 In-Context Learning Language Modeling
Code Code Available 5 Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos Sep 21, 2022 Action Detection Action Recognition
Code Code Available 5 Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval Apr 12, 2024 Articles Question Answering
Code Code Available 5 Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Dec 1, 2022 Math Question Answering
Code Code Available 5 Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering Dec 16, 2019 Dialogue Generation Knowledge Base Question Answering
Code Code Available 5 Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data Jun 1, 2022 Question Answering Temporal Information Extraction
Code Code Available 5 A template-independent approach for information extraction in real estate documents May 30, 2023 Information Retrieval Natural Language Understanding
Code Code Available 5 Improving language models by retrieving from trillions of tokens Dec 8, 2021 Language Modelling Question Answering
Code Code Available 5 Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts May 4, 2021 Articles Chatbot
Code Code Available 5 A Technical Question Answering System with Transfer Learning Oct 1, 2020 Question Answering Transfer Learning
Code Code Available 5 Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control Apr 23, 2019 Question Answering
Code Code Available 5 A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations Nov 26, 2015 Information Retrieval Question Answering
Code Code Available 5 Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Nov 1, 2020 Conversational Question Answering Document Classification
Code Code Available 5 KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting Dec 1, 2024 Multiple-choice Multiple Choice Question Answering (MCQA)
Code Code Available 5 Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance May 27, 2021 Abstractive Text Summarization Query-focused Summarization
Code Code Available 5 Conversational Browsing Dec 7, 2020 Information Retrieval Question Answering
Code Code Available 5 Improved RAMEN: Towards Domain Generalization for Visual Question Answering Sep 6, 2021 Domain Generalization Question Answering
Code Code Available 5 Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations Oct 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 5 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment Dec 26, 2022 Knowledge Base Question Answering Language Modeling
Code Code Available 5 Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
Code Code Available 5 Accurate and Nuanced Open-QA Evaluation Through Textual Entailment May 26, 2024 Natural Language Inference Open-Domain Question Answering
Code Code Available 5 An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms Oct 23, 2024 Answer Generation Information Retrieval
Code Code Available 5 SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums May 25, 2019 Community Question Answering Fact Checking
Code Code Available 5 Improving Consistency in Large Language Models through Chain of Guidance Feb 21, 2025 Question Answering
Code Code Available 5 Improving Retrieval-Based Question Answering with Deep Inference Models Dec 7, 2018 Information Retrieval Natural Language Inference
Code Code Available 5 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks Mar 28, 2021 Question Answering Visual Question Answering
Code Code Available 5 ILLUME: Rationalizing Vision-Language Models through Human Interactions Aug 17, 2022 Image Captioning Question Answering
Code Code Available 5 IIT-UHH at SemEval-2017 Task 3: Exploring Multiple Features for Community Question Answering and Implicit Dialogue Identification Aug 1, 2017 Answer Selection Community Question Answering
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