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Question Answering

119 directly classified papers

Papers per year

Papers

MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024

Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024

FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ACL 2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024

H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024

FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ACL 2023

Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023

CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering EMNLP 2023

Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023

MoQA: Benchmarking Multi-Type Open-Domain Question Answering ACL 2023

AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ACL 2023

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023

A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information ACL 2023

Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023

Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023

Model Analysis & Evaluation for Ambiguous Question Answering ACL 2023

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering ACL 2023

Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ACL 2023

Context-Aware Transformer Pre-Training for Answer Sentence Selection ACL 2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023

Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023