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Question Answering

4032 directly classified papers

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Papers

Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025
Bringing Pedagogy into Focus: Evaluating Virtual Teaching Assistants’ Question-Answering in Asynchronous Learning Environments EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025
LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA EMNLP 2025
Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025
What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025
LastingBench: Defend Benchmarks Against Knowledge Leakage EMNLP 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025
MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025