Question Answering

LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024 Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NeurIPS 2024 LOVA3: Learning to Visual Question Answering, Asking and Assessment NeurIPS 2024 Low Resource Question Answering: An Amharic Benchmarking Dataset COLING 2024 LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024 LTRC-IIITH at MEDIQA-M3G 2024: Medical Visual Question Answering with Vision-Language Models NAACL 2024 M2QA: Multi-domain Multilingual Question Answering EMNLP 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight SemEval 2024 Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024 Making Retrieval-Augmented Language Models Robust to Irrelevant Context ICLR 2024 MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model SemEval 2024 MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024 Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024 MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024 MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024