Methods › Natural Language Processing › Language Models › LLaMA › Papers, page 8
LLaMA
Papers archive 2025-07-28
archive papers tagged: 1,062 · with a code link: 423 · where Syntology ran a sample: 143 (127 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (143 of 1,062 tagged: 127 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)
Page 8 of 11: papers 701 to 800 of 1,062, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Membership Inference Attacks Against In-Context Learning 2 Sep 2024 · 0 repositories · arXiv:2409.01380
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Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain 30 Aug 2024 · 1 repository · arXiv:2408.17362
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Can Large Language Models Address Open-Target Stance Detection? 30 Aug 2024 · 0 repositories · arXiv:2409.00222
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Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer 30 Aug 2024 · 1 repository · arXiv:2408.16978
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CBF-LLM: Safe Control for LLM Alignment 28 Aug 2024 · 1 repository · arXiv:2408.15625
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Learning Harmonized Representations for Speculative Sampling 28 Aug 2024 · 1 repository · arXiv:2408.15766
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A Survey of Large Language Models for European Languages 27 Aug 2024 · 0 repositories · arXiv:2408.15040
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Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering 27 Aug 2024 · 0 repositories · arXiv:2408.15037
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GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs 27 Aug 2024 · 1 repository · arXiv:2408.15300Syntology official (archive's flag): 2 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Wait, that's not an option: LLMs Robustness with Incorrect Multiple-Choice Options 27 Aug 2024 · 1 repository · arXiv:2409.00113Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models 25 Aug 2024 · 1 repository · arXiv:2409.00084
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SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-Tuning 24 Aug 2024 · 1 repository · arXiv:2409.06706Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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SpeechCraft: A Fine-grained Expressive Speech Dataset with Natural Language Description 24 Aug 2024 · 1 repository · arXiv:2408.13608
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Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews 23 Aug 2024 · 0 repositories · arXiv:2408.13202
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Memory-Efficient LLM Training with Online Subspace Descent 23 Aug 2024 · 1 repository · arXiv:2408.12857Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Towards Evaluating and Building Versatile Large Language Models for Medicine 22 Aug 2024 · 1 repository · arXiv:2408.12547Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher 21 Aug 2024 · 1 repository · arXiv:2408.11650
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Efficient Detection of Toxic Prompts in Large Language Models 21 Aug 2024 · 0 repositories · arXiv:2408.11727
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LLM Pruning and Distillation in Practice: The Minitron Approach 21 Aug 2024 · 0 repositories · arXiv:2408.11796
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Benchmarking Large Language Models for Math Reasoning Tasks 20 Aug 2024 · 1 repository · arXiv:2408.10839
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Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique 20 Aug 2024 · 1 repository · arXiv:2408.10701
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Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology 20 Aug 2024 · 0 repositories · arXiv:2408.10715
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Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution 20 Aug 2024 · 1 repository · arXiv:2408.10548
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LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models 20 Aug 2024 · 1 repository · arXiv:2408.10631
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Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation 20 Aug 2024 · 1 repository · arXiv:2408.11053Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Fine-tuning LLMs for Autonomous Spacecraft Control: A Case Study Using Kerbal Space Program 16 Aug 2024 · 1 repository · arXiv:2408.08676
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The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset Generation 16 Aug 2024 · 1 repository · arXiv:2408.08688
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Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors 15 Aug 2024 · 0 repositories · arXiv:2408.08302
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Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models 15 Aug 2024 · 3 repositories · arXiv:2408.08926Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
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I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm 15 Aug 2024 · 1 repository · arXiv:2408.08072Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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JPEG-LM: LLMs as Image Generators with Canonical Codec Representations 15 Aug 2024 · 0 repositories · arXiv:2408.08459
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MGH Radiology Llama: A Llama 3 70B Model for Radiology 13 Aug 2024 · 0 repositories · arXiv:2408.11848
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Using Advanced LLMs to Enhance Smaller LLMs: An Interpretable Knowledge Distillation Approach 13 Aug 2024 · 0 repositories · arXiv:2408.07238
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LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference 12 Aug 2024 · 0 repositories · arXiv:2408.06003
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Eigen Attention: Attention in Low-Rank Space for KV Cache Compression 10 Aug 2024 · 1 repository · arXiv:2408.05646Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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LLaMA based Punctuation Restoration With Forward Pass Only Decoding 9 Aug 2024 · 0 repositories · arXiv:2408.11845
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BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models 8 Aug 2024 · 1 repository · arXiv:2408.04556Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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A Comparison of LLM Finetuning Methods & Evaluation Metrics with Travel Chatbot Use Case 7 Aug 2024 · 0 repositories · arXiv:2408.03562
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A Convex-optimization-based Layer-wise Post-training Pruner for Large Language Models 7 Aug 2024 · 0 repositories · arXiv:2408.03728
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Evaluating the Performance of Large Language Models for SDG Mapping (Technical Report) 5 Aug 2024 · 0 repositories · arXiv:2408.02201
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Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings 5 Aug 2024 · 0 repositories · arXiv:2408.02237
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MedSyn: LLM-based Synthetic Medical Text Generation Framework 4 Aug 2024 · 1 repository · arXiv:2408.02056
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Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly 3 Aug 2024 · 0 repositories · arXiv:2408.01866
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Efficacy of Large Language Models in Systematic Reviews 3 Aug 2024 · 0 repositories · arXiv:2408.04646
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CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models 2 Aug 2024 · 0 repositories · arXiv:2408.01605
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What comes after transformers? -- A selective survey connecting ideas in deep learning 1 Aug 2024 · 0 repositories · arXiv:2408.00386
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Performance of Recent Large Language Models for a Low-Resourced Language 31 Jul 2024 · 0 repositories · arXiv:2407.21330
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ShieldGemma: Generative AI Content Moderation Based on Gemma 31 Jul 2024 · 0 repositories · arXiv:2407.21772
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A Taxonomy of Stereotype Content in Large Language Models 31 Jul 2024 · 0 repositories · arXiv:2408.00162
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The Llama 3 Herd of Models 31 Jul 2024 · 5 repositories · arXiv:2407.21783Syntology 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder 30 Jul 2024 · 0 repositories · arXiv:2407.20485
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Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective 30 Jul 2024 · 0 repositories · arXiv:2408.04638
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Comparison of Large Language Models for Generating Contextually Relevant Questions 30 Jul 2024 · 1 repository · arXiv:2407.20578
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ThinK: Thinner Key Cache by Query-Driven Pruning 30 Jul 2024 · 0 repositories · arXiv:2407.21018Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Evaluating Large Language Models for automatic analysis of teacher simulations 29 Jul 2024 · 0 repositories · arXiv:2407.20360
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Self-Directed Synthetic Dialogues and Revisions Technical Report 25 Jul 2024 · 0 repositories · arXiv:2407.18421
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Unified Lexical Representation for Interpretable Visual-Language Alignment 25 Jul 2024 · 1 repository · arXiv:2407.17827
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Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance 24 Jul 2024 · 1 repository · arXiv:2407.17029
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Data Mixture Inference: What do BPE Tokenizers Reveal about their Training Data? 23 Jul 2024 · 1 repository · arXiv:2407.16607Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Lawma: The Power of Specialization for Legal Tasks 23 Jul 2024 · 0 repositories · arXiv:2407.16615Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Decoding Multilingual Moral Preferences: Unveiling LLM's Biases Through the Moral Machine Experiment 21 Jul 2024 · 1 repository · arXiv:2407.15184
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Improving Context-Aware Preference Modeling for Language Models 20 Jul 2024 · 0 repositories · arXiv:2407.14916
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Adversarial Databases Improve Success in Retrieval-based Large Language Models 19 Jul 2024 · 0 repositories · arXiv:2407.14609
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ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities 19 Jul 2024 · 0 repositories · arXiv:2407.14482
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Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation 19 Jul 2024 · 0 repositories · arXiv:2407.14088
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LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference 19 Jul 2024 · 0 repositories · arXiv:2407.14057
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Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical Tasks 18 Jul 2024 · 1 repository · arXiv:2407.13511
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Learning Goal-Conditioned Representations for Language Reward Models 18 Jul 2024 · 1 repository · arXiv:2407.13887
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Reconstruct the Pruned Model without Any Retraining 18 Jul 2024 · 0 repositories · arXiv:2407.13331
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Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild 17 Jul 2024 · 2 repositories · arXiv:2407.12927Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models 16 Jul 2024 · 0 repositories · arXiv:2407.11681
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SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions 16 Jul 2024 · 2 repositories · arXiv:2407.11417
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Leveraging LLM-Respondents for Item Evaluation: a Psychometric Analysis 15 Jul 2024 · 0 repositories · arXiv:2407.10899
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Bilingual Adaptation of Monolingual Foundation Models 13 Jul 2024 · 0 repositories · arXiv:2407.12869
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MUSCLE: A Model Update Strategy for Compatible LLM Evolution 12 Jul 2024 · 0 repositories · arXiv:2407.09435
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The Two Sides of the Coin: Hallucination Generation and Detection with LLMs as Evaluators for LLMs 12 Jul 2024 · 0 repositories · arXiv:2407.09152
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SoupLM: Model Integration in Large Language and Multi-Modal Models 11 Jul 2024 · 0 repositories · arXiv:2407.08196
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Uncertainty Estimation of Large Language Models in Medical Question Answering 11 Jul 2024 · 0 repositories · arXiv:2407.08662
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FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios 10 Jul 2024 · 1 repository · arXiv:2407.08035
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Examining Long-Context Large Language Models for Environmental Review Document Comprehension 10 Jul 2024 · 0 repositories · arXiv:2407.07321
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ConvNLP: Image-based AI Text Detection 9 Jul 2024 · 0 repositories · arXiv:2407.07225
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An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models 8 Jul 2024 · 1 repository · arXiv:2407.05841Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Empirical Study of Symmetrical Reasoning in Conversational Chatbots 8 Jul 2024 · 0 repositories · arXiv:2407.05734
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LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages 8 Jul 2024 · 1 repository · arXiv:2407.05975Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations 8 Jul 2024 · 1 repository · arXiv:2407.05690
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CLIMB: A Benchmark of Clinical Bias in Large Language Models 7 Jul 2024 · 1 repository · arXiv:2407.05250
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SBoRA: Low-Rank Adaptation with Regional Weight Updates 7 Jul 2024 · 1 repository · arXiv:2407.05413
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LoRA-GA: Low-Rank Adaptation with Gradient Approximation 6 Jul 2024 · 1 repository · arXiv:2407.05000Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Statistical investigations into the geometry and homology of random programs 5 Jul 2024 · 0 repositories · arXiv:2407.04854
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From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI 4 Jul 2024 · 0 repositories · arXiv:2407.03778
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Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation 4 Jul 2024 · 1 repository · arXiv:2407.03856Syntology official (archive's flag): 2 ran · 13 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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The Mysterious Case of Neuron 1512: Injectable Realignment Architectures Reveal Internal Characteristics of Meta's Llama 2 Model 4 Jul 2024 · 1 repository · arXiv:2407.03621
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MedPix 2.0: A Comprehensive Multimodal Biomedical Data set for Advanced AI Applications 3 Jul 2024 · 1 repository · arXiv:2407.02994
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Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents 2 Jul 2024 · 0 repositories · arXiv:2407.01887
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Breaking Bias, Building Bridges: Evaluation and Mitigation of Social Biases in LLMs via Contact Hypothesis 2 Jul 2024 · 0 repositories · arXiv:2407.02030
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S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models 2 Jul 2024 · 0 repositories · arXiv:2407.01955
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Badllama 3: removing safety finetuning from Llama 3 in minutes 1 Jul 2024 · 0 repositories · arXiv:2407.01376
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Calibrated Large Language Models for Binary Question Answering 1 Jul 2024 · 0 repositories · arXiv:2407.01122
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Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning 1 Jul 2024 · 1 repository · arXiv:2407.01687Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs 1 Jul 2024 · 0 repositories · arXiv:2407.01082