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

MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024

Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024

LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024

TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024

Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024

BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024

Datasets for Multilingual Answer Sentence Selection EMNLP 2024

Detecting Temporal Ambiguity in Questions EMNLP 2024

Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation EMNLP 2024

Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024

Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024

A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024

Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024

Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024

More Bang for your Context: Virtual Documents for Question Answering over Long Documents EMNLP 2024

Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024

H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024

Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024

Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ACL 2024