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Question Answering

4,032 papers

Papers per year

Papers

Graph Reasoning Transformers for Knowledge-Aware Question Answering AAAI 2024
DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering COLING 2024
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering COLING 2024
Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability COLING 2024
Table Question Answering for Low-resourced Indic Languages EMNLP 2024
SyllabusQA: A Course Logistics Question Answering Dataset ACL 2024
Do Metadata and Appearance of the Retrieved Webpages Affect LLM’s Reasoning in Retrieval-Augmented Generation? EMNLP 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024
COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning NAACL 2024
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NIPS 2024
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models EACL 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NIPS 2024
Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024
BAMO at SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024