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Question Answering

4,032 papers

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Papers

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures EMNLP 2024
SedarEval: Automated Evaluation using Self-Adaptive Rubrics EMNLP 2024
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering EMNLP 2024
Enhancing Question Answering on Charts Through Effective Pre-training Tasks EMNLP 2024
Do Metadata and Appearance of the Retrieved Webpages Affect LLM’s Reasoning in Retrieval-Augmented Generation? EMNLP 2024
Critical Questions Generation: Motivation and Challenges EMNLP 2024
Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers EMNLP 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications EMNLP 2024
Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024
FZI-WIM at AVeriTeC Shared Task: Real-World Fact-Checking with Question Answering EMNLP 2024
SK_DU Team: Cross-Encoder based Evidence Retrieval and Question Generation with Improved Prompt for the AVeriTeC Shared Task EMNLP 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024
The SlayQA benchmark of social reasoning: testing gender-inclusive generalization with neopronouns EMNLP 2024