← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
RAG based Question Answering of Korean Laws and Precedents ACL 2025
OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025
GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025
FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 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
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 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
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models ACL 2025
ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering ACL 2025
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025