question answering

2904 papers

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Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024

Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NIPS 2024

GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning NIPS 2024

ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024

AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024

ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos NIPS 2024

Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers NAACL 2024

Multi-modal Situated Reasoning in 3D Scenes NIPS 2024

HAWK: Learning to Understand Open-World Video Anomalies NIPS 2024

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NIPS 2024

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024

Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024

SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research AAAI 2024

MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models AAAI 2024

Graph Reasoning Transformers for Knowledge-Aware Question Answering AAAI 2024

Bayesian Inference with Complex Knowledge Graph Evidence AAAI 2024

Making Natural Language Reasoning Explainable and Faithful AAAI 2024

Symbol Description Reading AAAI 2024

RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums AAAI 2024

ESG Accountability Made Easy: DocQA at Your Service AAAI 2024

SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance AAAI 2024

Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation NIPS 2024

Enhancing LLM’s Cognition via Structurization NIPS 2024

G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering NIPS 2024

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks NIPS 2024