Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents Mar 6, 2022 Community Question Answering Information Retrieval
Code Code Available Change Detection Meets Visual Question Answering Dec 12, 2021 Answer Generation Change Detection
Code Code Available Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings Sep 15, 2023 Question Answering
Code Code Available SATORI-R1: Incentivizing Multimodal Reasoning with Spatial Grounding and Verifiable Rewards May 25, 2025 Image Captioning Multimodal Reasoning
Code Code Available Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Feb 17, 2024 Knowledge Graphs Multi-hop Question Answering
Code Code Available Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Jan 6, 2021 Question Answering StrategyQA
Code Code Available A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers May 7, 2021 Evidence Selection Question Answering
Code Code Available Differentiable Reasoning on Large Knowledge Bases and Natural Language Dec 17, 2019 Link Prediction Question Answering
Code Code Available Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise May 2, 2023 counterfactual Few-Shot Learning
Code Code Available SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations Apr 27, 2020 Question Answering Sentence
Code Code Available DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Sep 6, 2021 abstractive question answering Denoising
Code Code Available Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Jan 16, 2020 Question Answering Semantic Parsing
Code Code Available Dialog Inpainting: Turning Documents into Dialogs May 18, 2022 Conversational Question Answering Question Answering
Code Code Available DeVLBert: Learning Deconfounded Visio-Linguistic Representations Aug 16, 2020 Image Retrieval Question Answering
Code Code Available DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Jun 24, 2024 Question Answering Retrieval
Code Code Available SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types Dec 16, 2024 Question Answering
Code Code Available DialSim: A Real-Time Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational Agents Jun 19, 2024 Dialogue Understanding Question Answering
Code Code Available CharBERT: Character-aware Pre-trained Language Model Nov 3, 2020 Language Modeling Language Modelling
Code Code Available SCREWS: A Modular Framework for Reasoning with Revisions Sep 20, 2023 Multi-hop Question Answering Question Answering
Code Code Available SCROLLS: Standardized CompaRison Over Long Language Sequences Jan 10, 2022 Decoder Long-range modeling
Code Code Available DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Jun 17, 2021 Natural Language Inference Question Answering
Code Code Available Context-Aware Answer Extraction in Question Answering Nov 5, 2020 Multi-Task Learning Prediction
Code Code Available Dynamic Language Binding in Relational Visual Reasoning Apr 30, 2020 Object Question Answering
Code Code Available Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available Describe Anything Model for Visual Question Answering on Text-rich Images Jul 16, 2025 Descriptive Language Modeling
Code Code Available Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning Nov 24, 2022 cross-modal alignment Image-text Retrieval
Code Code Available SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning Jan 24, 2024 Question Answering reinforcement-learning
Code Code Available Dense Passage Retrieval for Open-Domain Question Answering Apr 10, 2020 Open-Domain Question Answering Passage Retrieval
Code Code Available Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering Apr 15, 2021 Open-Domain Question Answering Question Answering
Code Code Available ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering Apr 7, 2025 Chart Question Answering Chart Understanding
Code Code Available Self-Chained Image-Language Model for Video Localization and Question Answering May 11, 2023 Language Modeling Language Modelling
Code Code Available SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning Aug 1, 2023 GSM8K Math
Code Code Available Dense Hierarchical Retrieval for Open-Domain Question Answering Oct 28, 2021 Open-Domain Question Answering Question Answering
Code Code Available Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA May 13, 2020 Image Captioning Multi-Label Classification
Code Code Available Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering May 25, 2025 Anatomy Benchmarking
Code Code Available Densely Connected Attention Propagation for Reading Comprehension Nov 10, 2018 All Open-Domain Question Answering
Code Code Available Can We Talk Models Into Seeing the World Differently? Mar 14, 2024 Image Captioning Image Classification
Code Code Available Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Jul 19, 2020 Adversarial Attack Data Augmentation
Code Code Available DELIFT: Data Efficient Language model Instruction Fine Tuning Nov 7, 2024 Language Modeling Language Modelling
Code Code Available ChatGPT: Jack of all trades, master of none Feb 21, 2023 All Chatbot
Code Code Available Context Awareness Gate For Retrieval Augmented Generation Nov 25, 2024 Open-Domain Question Answering Question Answering
Code Code Available SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Jul 31, 2017 Machine Translation Question Answering
Code Code Available Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering Oct 16, 2020 Information Retrieval Management
Code Code Available DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering May 2, 2020 Question Answering
Code Code Available Sequence tagging for biomedical extractive question answering Apr 15, 2021 Extractive Question-Answering Question Answering
Code Code Available Sequence-to-Sequence Knowledge Graph Completion and Question Answering Mar 19, 2022 Decoder Graph Embedding
Code Code Available Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents Jan 14, 2022 Open Information Extraction Question Answering
Code Code Available ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model Feb 20, 2025 Mixture-of-Experts Question Answering
Code Code Available A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Dec 18, 2021 Knowledge Graphs Link Prediction
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