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large language model (6) information retrieval (5) abstractive summarization (3) text summarization (3) text generation (3) question answering (3) benchmark evaluation (3) graph neural network (2) scientific literature (2) scientific document (2)

Papers

Language Models Don’t Know What You Want: Evaluating Personalization in Deep Research Needs Real Users ACL 2026 Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025 FigEx: Aligned Extraction of Scientific Figures and Captions EMNLP 2025 MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers ICCV 2025 MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs EMNLP 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NeurIPS 2024 LEGOBench: Scientific Leaderboard Generation Benchmark EMNLP 2024 SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024 A Dataset of Argumentative Dialogues on Scientific Papers ACL 2023 Citance-Contextualized Summarization of Scientific Papers EMNLP 2023 Distinguishing Fact from Fiction: A Benchmark Dataset for Identifying Machine-Generated Scientific Papers in the LLM Era. ACL 2023 Do Discourse Indicators Reflect the Main Arguments in Scientific Papers? COLING 2022 Textomics: A Dataset for Genomics Data Summary Generation ACL 2022 Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models ACL 2022 Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation ACL 2021 Enhancing Scientific Papers Summarization with Citation Graph AAAI 2021 ESRA: Explainable Scientific Research Assistant ACL 2021 Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers EACL 2021 NHK’s Lexically-Constrained Neural Machine Translation at WAT 2021 ACL 2021 SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation EMNLP 2021 On the Use of Web Search to Improve Scientific Collections EMNLP 2020 OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks SemEval 2018