Question Answering

DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding Interspeech 2024 DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024 Diversifying Question Generation over Knowledge Base via External Natural Questions COLING 2024 DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024 DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering NAACL 2024 Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering EMNLP 2024 Document Structure in Long Document Transformers EACL 2024 Do Efficient Transformers Really Save Computation? ICML 2024 Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024 Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA EMNLP 2024 Do Metadata and Appearance of the Retrieved Webpages Affect LLM’s Reasoning in Retrieval-Augmented Generation? EMNLP 2024 Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024 Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization ICLR 2024 DOSSIER: Fact Checking in Electronic Health Records while Preserving Patient Privacy MLHC 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024 DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning ICLR 2024 Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024 DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024 DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain COLING 2024 DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024 E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024 EchoSight: Advancing Visual-Language Models with Wiki Knowledge EMNLP 2024 ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024