Browse State-of-the-Art › Question Answering › Papers, page 48
Question Answering
Papers archive 2025-07-28
archive papers tagged: 10,817 · with a code link: 4,171 · where Syntology ran a sample: 1,274 (1,073 with a run with no instrument failure, 201 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,274 of 10,817 tagged: 1,073 with a run with no instrument failure, 201 where every run was a failure of Syntology's instrument)
Page 48 of 109: papers 4,701 to 4,800 of 10,817, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement26 Feb 2025 0 repositories listed
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Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents26 Feb 2025 0 repositories listed
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Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference25 Feb 2025 0 repositories listed
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FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA25 Feb 2025 0 repositories listed
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KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation25 Feb 2025 0 repositories listed
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Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation25 Feb 2025 0 repositories listed
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SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models25 Feb 2025 0 repositories listed
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AAD-LLM: Neural Attention-Driven Auditory Scene Understanding24 Feb 2025 0 repositories listed
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All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark24 Feb 2025 0 repositories listed
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Evaluating the Effect of Retrieval Augmentation on Social Biases24 Feb 2025 0 repositories listed
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MQADet: A Plug-and-Play Paradigm for Enhancing Open-Vocabulary Object Detection via Multimodal Question Answering23 Feb 2025 0 repositories listed
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Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines23 Feb 2025 0 repositories listed
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Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images23 Feb 2025 0 repositories listed
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Echo: A Large Language Model with Temporal Episodic Memory22 Feb 2025 0 repositories listed
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EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering22 Feb 2025 0 repositories listed
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Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models22 Feb 2025 0 repositories listed
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Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid21 Feb 2025 0 repositories listed
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Directional Gradient Projection for Robust Fine-Tuning of Foundation Models21 Feb 2025 0 repositories listed
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Empowering LLMs with Logical Reasoning: A Comprehensive Survey21 Feb 2025 0 repositories listed
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MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models21 Feb 2025 0 repositories listed
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Mind the Gap! Static and Interactive Evaluations of Large Audio Models21 Feb 2025 0 repositories listed
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Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?21 Feb 2025 0 repositories listed
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TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba21 Feb 2025 0 repositories listed
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Argument-Based Comparative Question Answering Evaluation Benchmark20 Feb 2025 0 repositories listed
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Effects of Prompt Length on Domain-specific Tasks for Large Language Models20 Feb 2025 0 repositories listed
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EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts20 Feb 2025 0 repositories listed
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Exploring Advanced Techniques for Visual Question Answering: A Comprehensive Comparison20 Feb 2025 0 repositories listed
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Is Relevance Propagated from Retriever to Generator in RAG?20 Feb 2025 0 repositories listed
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MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models20 Feb 2025 0 repositories listed
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Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering20 Feb 2025 0 repositories listed
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NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM20 Feb 2025 0 repositories listed
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Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests20 Feb 2025 0 repositories listed
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DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue19 Feb 2025 0 repositories listed
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MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering19 Feb 2025 0 repositories listed
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Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning19 Feb 2025 0 repositories listed
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PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models19 Feb 2025 0 repositories listed
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Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models19 Feb 2025 0 repositories listed
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REFIND: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models19 Feb 2025 0 repositories listed
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RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering19 Feb 2025 0 repositories listed
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Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning19 Feb 2025 0 repositories listed
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TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition19 Feb 2025 0 repositories listed
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Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation19 Feb 2025 0 repositories listed
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Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above19 Feb 2025 0 repositories listed
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Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge18 Feb 2025 0 repositories listed
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Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs18 Feb 2025 0 repositories listed
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Grounding LLM Reasoning with Knowledge Graphs18 Feb 2025 0 repositories listed
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Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization18 Feb 2025 0 repositories listed
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Multilingual European Language Models: Benchmarking Approaches and Challenges18 Feb 2025 0 repositories listed
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Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning18 Feb 2025 0 repositories listed
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SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?18 Feb 2025 0 repositories listed
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SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models18 Feb 2025 0 repositories listed
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Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models18 Feb 2025 0 repositories listed
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LM Agents for Coordinating Multi-User Information Gathering17 Feb 2025 0 repositories listed
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Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering17 Feb 2025 0 repositories listed
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Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering17 Feb 2025 0 repositories listed
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RAG vs. GraphRAG: A Systematic Evaluation and Key Insights17 Feb 2025 0 repositories listed
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"See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models17 Feb 2025 0 repositories listed
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The geometry of BERT17 Feb 2025 0 repositories listed
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QuOTE: Question-Oriented Text Embeddings16 Feb 2025 0 repositories listed
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RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization16 Feb 2025 0 repositories listed
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The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval16 Feb 2025 0 repositories listed
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Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs16 Feb 2025 0 repositories listed
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K-Edit: Language Model Editing with Contextual Knowledge Awareness15 Feb 2025 0 repositories listed
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Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering14 Feb 2025 0 repositories listed
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Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding14 Feb 2025 0 repositories listed
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Post-training an LLM for RAG? Train on Self-Generated Demonstrations14 Feb 2025 0 repositories listed
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V2V-LLM: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multi-Modal Large Language Models14 Feb 2025 0 repositories listed
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Abduction of Domain Relationships from Data for VQA13 Feb 2025 0 repositories listed
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Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs13 Feb 2025 0 repositories listed
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Diversity Enhances an LLM's Performance in RAG and Long-context Task13 Feb 2025 0 repositories listed
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EmoAssist: Emotional Assistant for Visual Impairment Community13 Feb 2025 0 repositories listed
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Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs13 Feb 2025 0 repositories listed
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Visual Graph Question Answering with ASP and LLMs for Language Parsing13 Feb 2025 0 repositories listed
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On Mechanistic Circuits for Extractive Question-Answering12 Feb 2025 0 repositories listed
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FoQA: A Faroese Question-Answering Dataset11 Feb 2025 0 repositories listed
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Making Language Models Robust Against Negation11 Feb 2025 0 repositories listed
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ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval11 Feb 2025 0 repositories listed
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Vision-Language Models for Edge Networks: A Comprehensive Survey11 Feb 2025 0 repositories listed
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Who Taught You That? Tracing Teachers in Model Distillation10 Feb 2025 0 repositories listed
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Generative Distribution Prediction: A Unified Approach to Multimodal Learning10 Feb 2025 0 repositories listed
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Learning Musical Representations for Music Performance Question Answering10 Feb 2025 0 repositories listed
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Performance Analysis of Traditional VQA Models Under Limited Computational Resources9 Feb 2025 0 repositories listed
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Self-Training Large Language Models for Tool-Use Without Demonstrations9 Feb 2025 0 repositories listed
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Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization8 Feb 2025 0 repositories listed
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Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture7 Feb 2025 0 repositories listed
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Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment7 Feb 2025 0 repositories listed
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Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents6 Feb 2025 0 repositories listed
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Efficient Few-Shot Continual Learning in Vision-Language Models6 Feb 2025 0 repositories listed
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LLMs to Support a Domain Specific Knowledge Assistant6 Feb 2025 0 repositories listed
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TerraQ: Spatiotemporal Question-Answering on Satellite Image Archives6 Feb 2025 0 repositories listed
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LLMs can be easily Confused by Instructional Distractions5 Feb 2025 0 repositories listed
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SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions5 Feb 2025 0 repositories listed
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AmaSQuAD: A Benchmark for Amharic Extractive Question Answering4 Feb 2025 0 repositories listed
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Exploring Spatial Language Grounding Through Referring Expressions4 Feb 2025 0 repositories listed
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Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions4 Feb 2025 0 repositories listed
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ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution3 Feb 2025 0 repositories listed
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Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization3 Feb 2025 0 repositories listed
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Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models3 Feb 2025 0 repositories listed
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Hypo3D: Exploring Hypothetical Reasoning in 3D2 Feb 2025 0 repositories listed
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VLM-Assisted Continual learning for Visual Question Answering in Self-Driving2 Feb 2025 0 repositories listed