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Natural Language Processing

46,586 papers (52 classified directly here)

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Papers (including subtopics)

InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Inductive Linguistic Reasoning with Large Language Models ACL 2025 Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025 InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025 Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models ICLR 2025 Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025 Inference Scaling for Long-Context Retrieval Augmented Generation ICLR 2025 Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language Models ICML 2025 Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models NAACL 2025 Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 2025 Inferring Functionality of Attention Heads from their Parameters ACL 2025 Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models ICLR 2025 Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025 InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025 InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ACL 2025 InFiNITE (∞): Indian Financial Narrative Inference Tasks & Evaluations AACL 2025 InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025 Infogent: An Agent-Based Framework for Web Information Aggregation NAACL 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025 Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025 Information Integration in Large Language Models is Gated by Linguistic Structural Markers EMNLP 2025 Information Locality as an Inductive Bias for Neural Language Models ACL 2025