← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025
M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
CCNU at SemEval-2025 Task 8: Enhancing Question Answering on Tabular Data with Two-Stage Corrections ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data ACL 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models ACL 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025
EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
Basic Reading Distillation ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025