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Question Answering

4,032 papers

Papers per year

Papers

Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts EMNLP 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024
Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators EMNLP 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation EMNLP 2024
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition EMNLP 2024
A linguistically-motivated evaluation methodology for unraveling model’s abilities in reading comprehension tasks EMNLP 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures EMNLP 2024
Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering EMNLP 2024
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024
Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese EMNLP 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024