question answering

Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025 INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages NAACL 2025 InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025 Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025 Investigating Large Language Models for Text-to-SPARQL Generation NAACL 2025 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic Content EMNLP 2025 Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025 ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation SemEval 2025 JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 KBLaM: Knowledge Base augmented Language Model ICLR 2025