Methods › General › Learning Rate Schedules › Linear Warmup With Cosine Annealing › Papers, page 23
Linear Warmup With Cosine Annealing
Papers archive 2025-07-28
archive papers tagged: 3,797 · with a code link: 1,655 · where Syntology ran a sample: 602 (490 with a run with no instrument failure, 112 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (602 of 3,797 tagged: 490 with a run with no instrument failure, 112 where every run was a failure of Syntology's instrument)
Page 23 of 38: papers 2,201 to 2,300 of 3,797, 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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Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection 31 Aug 2023 · 0 repositories · arXiv:2308.16763
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SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills 31 Aug 2023 · 0 repositories · arXiv:2308.16369
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Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models 30 Aug 2023 · 0 repositories · arXiv:2308.16149
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Large Language Models as Data Preprocessors 30 Aug 2023 · 0 repositories · arXiv:2308.16361
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Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness 30 Aug 2023 · 0 repositories · arXiv:2308.16175
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Response: Emergent analogical reasoning in large language models 30 Aug 2023 · 1 repository · arXiv:2308.16118
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FurChat: An Embodied Conversational Agent using LLMs, Combining Open and Closed-Domain Dialogue with Facial Expressions 29 Aug 2023 · 0 repositories · arXiv:2308.15214
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Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering 29 Aug 2023 · 1 repository · arXiv:2308.15231
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Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance 28 Aug 2023 · 0 repositories · arXiv:2308.14634
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Cognitive Effects in Large Language Models 28 Aug 2023 · 1 repository · arXiv:2308.14337
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Distilled GPT for Source Code Summarization 28 Aug 2023 · 1 repository · arXiv:2308.14731
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Target-independent XLA optimization using Reinforcement Learning 28 Aug 2023 · 0 repositories · arXiv:2308.14364
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TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models 28 Aug 2023 · 1 repository · arXiv:2308.14430
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Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models 27 Aug 2023 · 1 repository · arXiv:2308.14149
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A Wide Evaluation of ChatGPT on Affective Computing Tasks 26 Aug 2023 · 1 repository · arXiv:2308.13911
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Improving Knowledge Distillation for BERT Models: Loss Functions, Mapping Methods, and Weight Tuning 26 Aug 2023 · 0 repositories · arXiv:2308.13958
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Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions 25 Aug 2023 · 1 repository · arXiv:2309.12342
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MLLM-DataEngine: An Iterative Refinement Approach for MLLM 25 Aug 2023 · 1 repository · arXiv:2308.13566Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Transforming the Output of Generative Pre-trained Transformer: The Influence of the PGI Framework on Attention Dynamics 25 Aug 2023 · 0 repositories · arXiv:2308.13317
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Financial News Analytics Using Fine-Tuned Llama 2 GPT Model 24 Aug 2023 · 0 repositories · arXiv:2308.13032
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Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis 22 Aug 2023 · 1 repository · arXiv:2308.11224Syntology 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Exploring the Effectiveness of GPT Models in Test-Taking: A Case Study of the Driver's License Knowledge Test 22 Aug 2023 · 0 repositories · arXiv:2308.11827
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MulMarker: a comprehensive framework for identifying multi-gene prognostic signatures 22 Aug 2023 · 1 repository · arXiv:2308.11349
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Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models 22 Aug 2023 · 0 repositories · arXiv:2308.11601
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GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems 21 Aug 2023 · 0 repositories · arXiv:2308.10435
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GradientCoin: A Peer-to-Peer Decentralized Large Language Models 21 Aug 2023 · 0 repositories · arXiv:2308.10502
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PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator 21 Aug 2023 · 1 repository · arXiv:2308.11534Syntology 0 ran · 2 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP Concepts 21 Aug 2023 · 1 repository · arXiv:2308.10410
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Steering Language Models With Activation Engineering 20 Aug 2023 · 2 repositories · arXiv:2308.10248Syntology 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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How Good Are LLMs at Out-of-Distribution Detection? 20 Aug 2023 · 1 repository · arXiv:2308.10261Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate 19 Aug 2023 · 1 repository · arXiv:2308.09957
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A tailored Handwritten-Text-Recognition System for Medieval Latin 18 Aug 2023 · 0 repositories · arXiv:2308.09368
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How susceptible are LLMs to Logical Fallacies? 18 Aug 2023 · 1 repository · arXiv:2308.09853
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WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct 18 Aug 2023 · 1 repository · arXiv:2308.09583Syntology 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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End-to-End Beam Retrieval for Multi-Hop Question Answering 17 Aug 2023 · 3 repositories · arXiv:2308.08973Syntology 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) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Evaluation of really good grammatical error correction 17 Aug 2023 · 1 repository · arXiv:2308.08982
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MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models 17 Aug 2023 · 0 repositories · arXiv:2308.09115
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MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models 17 Aug 2023 · 1 repository · arXiv:2308.09729Syntology 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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A Preliminary Study on a Conceptual Game Feature Generation and Recommendation System 16 Aug 2023 · 0 repositories · arXiv:2308.13538
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Self-Deception: Reverse Penetrating the Semantic Firewall of Large Language Models 16 Aug 2023 · 0 repositories · arXiv:2308.11521
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Forward-Backward Reasoning in Large Language Models for Mathematical Verification 15 Aug 2023 · 0 repositories · arXiv:2308.07758
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CALYPSO: LLMs as Dungeon Masters' Assistants 15 Aug 2023 · 0 repositories · arXiv:2308.07540
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From Commit Message Generation to History-Aware Commit Message Completion 15 Aug 2023 · 1 repository · arXiv:2308.07655
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Approximating Human-Like Few-shot Learning with GPT-based Compression 14 Aug 2023 · 0 repositories · arXiv:2308.06942
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Generating Individual Trajectories Using GPT-2 Trained from Scratch on Encoded Spatiotemporal Data 14 Aug 2023 · 0 repositories · arXiv:2308.07940
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LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked 14 Aug 2023 · 1 repository · arXiv:2308.07308
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Playing with Words: Comparing the Vocabulary and Lexical Richness of ChatGPT and Humans 14 Aug 2023 · 0 repositories · arXiv:2308.07462
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Semantic Similarity Loss for Neural Source Code Summarization 14 Aug 2023 · 1 repository · arXiv:2308.07429
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Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters 11 Aug 2023 · 0 repositories · arXiv:2308.06088
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Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT 11 Aug 2023 · 1 repository · arXiv:2308.06294
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Large Language Models in Cryptocurrency Securities Cases: Can a GPT Model Meaningfully Assist Lawyers? 11 Aug 2023 · 0 repositories · arXiv:2308.06032
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Large Language Models to Identify Social Determinants of Health in Electronic Health Records 11 Aug 2023 · 1 repository · arXiv:2308.06354Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Adaptive Low Rank Adaptation of Segment Anything to Salient Object Detection 10 Aug 2023 · 1 repository · arXiv:2308.05426
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AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining 10 Aug 2023 · 2 repositories · arXiv:2308.05734Syntology official (archive's flag): 8 ran · 16 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 3 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 11 unverified (of 27 harvested samples) · 19 pointer-only (licence)
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Metacognitive Prompting Improves Understanding in Large Language Models 10 Aug 2023 · 1 repository · arXiv:2308.05342
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RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model 10 Aug 2023 · 1 repository · arXiv:2308.05345Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Testing GPT-4 with Wolfram Alpha and Code Interpreter plug-ins on math and science problems 10 Aug 2023 · 0 repositories · arXiv:2308.05713
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WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine 10 Aug 2023 · 1 repository · arXiv:2308.05361
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You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content 10 Aug 2023 · 1 repository · arXiv:2308.05596Syntology 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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An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures 9 Aug 2023 · 0 repositories · arXiv:2308.04898
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LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following 9 Aug 2023 · 0 repositories · arXiv:2308.04913
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LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking 9 Aug 2023 · 1 repository · arXiv:2308.04945
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3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment 8 Aug 2023 · 1 repository · arXiv:2308.04352Syntology 4 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Gromov-Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models 8 Aug 2023 · 0 repositories · arXiv:2308.04381
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I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection 8 Aug 2023 · 0 repositories · arXiv:2308.04109
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Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification 7 Aug 2023 · 0 repositories · arXiv:2308.03929
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Exploring ChatGPT's Empathic Abilities 7 Aug 2023 · 1 repository · arXiv:2308.03527
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CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference 7 Aug 2023 · 1 repository · arXiv:2308.03853
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KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering 7 Aug 2023 · 1 repository · arXiv:2308.03638
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RCMHA: Relative Convolutional Multi-Head Attention for Natural Language Modelling 7 Aug 2023 · 1 repository · arXiv:2308.03429
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Topological Interpretations of GPT-3 7 Aug 2023 · 0 repositories · arXiv:2308.03565
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GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis 7 Aug 2023 · 1 repository · arXiv:2308.03314
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"Kurosawa": A Script Writer's Assistant 6 Aug 2023 · 0 repositories · arXiv:2308.03122
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TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties 6 Aug 2023 · 0 repositories · arXiv:2308.03051
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ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval 4 Aug 2023 · 1 repository · arXiv:2308.02618
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Explaining Relation Classification Models with Semantic Extents 4 Aug 2023 · 2 repositories · arXiv:2308.02193
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GEMRec: Towards Generative Model Recommendation 4 Aug 2023 · 1 repository · arXiv:2308.02205
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Baby Llama: knowledge distillation from an ensemble of teachers trained on a small dataset with no performance penalty 3 Aug 2023 · 1 repository · arXiv:2308.02019
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Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models 3 Aug 2023 · 1 repository · arXiv:2308.01684
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ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation 3 Aug 2023 · 2 repositories · arXiv:2308.01861
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Does Correction Remain A Problem For Large Language Models? 3 Aug 2023 · 0 repositories · arXiv:2308.01776
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Holy Grail 2.0: From Natural Language to Constraint Models 3 Aug 2023 · 0 repositories · arXiv:2308.01589
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From Sparse to Soft Mixtures of Experts 2 Aug 2023 · 5 repositories · arXiv:2308.00951Syntology official (archive's flag): 3 ran · 29 ran (of which 5 constructed an object rather than computing a result; 18 with no instrument failure: 3 honoured, 4 violated, 11 with no contract checked; 11 where Syntology's instrument failed) · 4 unverified (of 33 harvested samples) · 8 pointer-only (licence)
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Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation 2 Aug 2023 · 0 repositories · arXiv:2308.01080
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The Paradigm Shifts in Artificial Intelligence 2 Aug 2023 · 0 repositories · arXiv:2308.02558
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ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks 1 Aug 2023 · 0 repositories · arXiv:2308.01423
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Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias 1 Aug 2023 · 1 repository · arXiv:2308.00225Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation 1 Aug 2023 · 1 repository · arXiv:2308.00240
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Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information? 31 Jul 2023 · 1 repository · arXiv:2307.16382
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HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution 31 Jul 2023 · 1 repository · arXiv:2307.16883
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No that's not what I meant: Handling Third Position Repair in Conversational Question Answering 31 Jul 2023 · 1 repository · arXiv:2307.16689
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Ontology engineering with Large Language Models 31 Jul 2023 · 0 repositories · arXiv:2307.16699
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Evaluating ChatGPT and GPT-4 for Visual Programming 30 Jul 2023 · 0 repositories · arXiv:2308.02522
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SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension 30 Jul 2023 · 3 repositories · arXiv:2307.16125
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A Critical Review of Large Language Models: Sensitivity, Bias, and the Path Toward Specialized AI 28 Jul 2023 · 0 repositories · arXiv:2307.15425
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Beyond Reality: The Pivotal Role of Generative AI in the Metaverse 28 Jul 2023 · 0 repositories · arXiv:2308.06272
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Med-HALT: Medical Domain Hallucination Test for Large Language Models 28 Jul 2023 · 1 repository · arXiv:2307.15343
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VeriGen: A Large Language Model for Verilog Code Generation 28 Jul 2023 · 0 repositories · arXiv:2308.00708
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Evaluating Generative Models for Graph-to-Text Generation 27 Jul 2023 · 1 repository · arXiv:2307.14712
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Metric-Based In-context Learning: A Case Study in Text Simplification 27 Jul 2023 · 1 repository · arXiv:2307.14632