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Natural Language Processing

46,586 papers (52 classified directly here)

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Papers (including subtopics)

Logic Rules as Explanations for Legal Case Retrieval COLING 2024 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models EMNLP 2024 LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SemEval 2024 LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation COLING 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024 Long-form evaluation of model editing NAACL 2024 Long-form factuality in large language models NeurIPS 2024 LongGenBench: Long-context Generation Benchmark EMNLP 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 2024 Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024 LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NeurIPS 2024 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024 LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024