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Natural Language Processing
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Question Answering
4,032 papers
Papers per year
2006: 1
2009: 1
2011: 1
2013: 1
2014: 1
2015: 6
2016: 26
2017: 83
2018: 135
2019: 275
2020: 307
2021: 392
2022: 419
2023: 476
2024: 699
2025: 1036
2026: 173
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
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