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Question Answering

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Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering CVPR 2024
Linguistically Conditioned Semantic Textual Similarity ACL 2024
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration EACL 2024
Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024
Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024
Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions NAACL 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024
MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024
Every Answer Matters: Evaluating Commonsense with Probabilistic Measures ACL 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA AAAI 2024
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering ACL 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models NIPS 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024
Using LLMs to simulate students’ responses to exam questions EMNLP 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024
Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NIPS 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024
DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024
PEDANTS: Cheap but Effective and Interpretable Answer Equivalence EMNLP 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024