conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

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Papers (including subtopics)

Long-form factuality in large language models NeurIPS 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 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 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 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ACL 2024 LoRA Meets Dropout under a Unified Framework ACL 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 Lost in Translationese? Reducing Translation Effect Using Abstract Meaning Representation EACL 2024 Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024 Low-Cost Generation and Evaluation of Dictionary Example Sentences NAACL 2024 Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi EACL 2024 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024 LPNER: Label Prompt for Few-shot Nested Named Entity Recognition ACML 2024 LQER: Low-Rank Quantization Error Reconstruction for LLMs ICML 2024 LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ACL 2024 LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues NAACL 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024 M2QA: Multi-domain Multilingual Question Answering EMNLP 2024 M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets COLING 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024