Methods › General › Learning Rate Schedules › Linear Warmup With Cosine Annealing › Papers, page 27
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 27 of 38: papers 2,601 to 2,700 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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M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models 17 May 2023 · 1 repository · arXiv:2305.10263
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Smaller Language Models are Better Black-box Machine-Generated Text Detectors 17 May 2023 · 1 repository · arXiv:2305.09859
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When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario 17 May 2023 · 0 repositories · arXiv:2305.10013
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A Preliminary Analysis on the Code Generation Capabilities of GPT-3.5 and Bard AI Models for Java Functions 16 May 2023 · 0 repositories · arXiv:2305.09402
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Keras GPT Copilot: Integrating the Power of Large Language Models in Deep Learning Model Development 15 May 2023 · 1 repository
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Knowledge Rumination for Pre-trained Language Models 15 May 2023 · 1 repository · arXiv:2305.08732
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RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs 15 May 2023 · 1 repository · arXiv:2305.08844Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 6 pointer-only (licence)
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Schema-adaptable Knowledge Graph Construction 15 May 2023 · 1 repository · arXiv:2305.08703
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Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks 15 May 2023 · 1 repository · arXiv:2305.08495
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Small Models are Valuable Plug-ins for Large Language Models 15 May 2023 · 1 repository · arXiv:2305.08848Syntology 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)
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Text Classification via Large Language Models 15 May 2023 · 1 repository · arXiv:2305.08377Syntology 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)
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Assessing the potential of LLM-assisted annotation for corpus-based pragmatics and discourse analysis: The case of apology 15 May 2023 · 0 repositories · arXiv:2305.08339
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Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction 14 May 2023 · 2 repositories · arXiv:2305.08144Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples)
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Bridging History with AI A Comparative Evaluation of GPT 3.5, GPT4, and GoogleBARD in Predictive Accuracy and Fact Checking 13 May 2023 · 0 repositories · arXiv:2305.07868
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The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? 13 May 2023 · 2 repositories · arXiv:2305.07970Syntology 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) · 1 unverified (of 3 harvested samples)
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Learning to Reason over Scene Graphs: A Case Study of Finetuning GPT-2 into a Robot Language Model for Grounded Task Planning 12 May 2023 · 0 repositories · arXiv:2305.07716
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TinyStories: How Small Can Language Models Be and Still Speak Coherent English? 12 May 2023 · 8 repositories · arXiv:2305.07759Syntology 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) · 8 unverified (of 18 harvested samples)
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When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust 12 May 2023 · 0 repositories · arXiv:2305.07230
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Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions 11 May 2023 · 0 repositories · arXiv:2305.10435
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Spear Phishing With Large Language Models 11 May 2023 · 0 repositories · arXiv:2305.06972
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Overinformative Question Answering by Humans and Machines 11 May 2023 · 0 repositories · arXiv:2305.07151
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Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach 11 May 2023 · 0 repositories · arXiv:2305.07001
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Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs 11 May 2023 · 0 repositories · arXiv:2305.06965
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Bits of Grass: Does GPT already know how to write like Whitman? 10 May 2023 · 0 repositories · arXiv:2305.11064
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Davinci the Dualist: the mind-body divide in large language models and in human learners 10 May 2023 · 0 repositories · arXiv:2305.07667
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Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models 10 May 2023 · 0 repositories · arXiv:2305.05982
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Benchmarking large language models for biomedical natural language processing applications and recommendations 10 May 2023 · 1 repository · arXiv:2305.16326
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Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success) 10 May 2023 · 1 repository · arXiv:2305.06299
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CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors 9 May 2023 · 1 repository · arXiv:2305.05711Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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GPT in Game Theory Experiments 9 May 2023 · 0 repositories · arXiv:2305.05516
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GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model 9 May 2023 · 0 repositories · arXiv:2305.05351
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Effects of sub-word segmentation on performance of transformer language models 9 May 2023 · 0 repositories · arXiv:2305.05480
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Towards an Automatic Optimisation Model Generator Assisted with Generative Pre-trained Transformer 9 May 2023 · 0 repositories · arXiv:2305.05811
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Coherent Wave Dynamics and Language Generation of a Generative Pre-trained Transformer 8 May 2023 · 0 repositories · arXiv:2305.05061
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Do Large Language Models Show Decision Heuristics Similar to Humans? A Case Study Using GPT-3.5 8 May 2023 · 0 repositories · arXiv:2305.04400
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Explanation-based Finetuning Makes Models More Robust to Spurious Cues 8 May 2023 · 1 repository · arXiv:2305.04990
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GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning 8 May 2023 · 0 repositories · arXiv:2305.05001
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NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge 8 May 2023 · 1 repository · arXiv:2305.04978
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Revisiting Relation Extraction in the era of Large Language Models 8 May 2023 · 0 repositories · arXiv:2305.05003
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Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts 8 May 2023 · 0 repositories · arXiv:2305.04417
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Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting 7 May 2023 · 2 repositories · arXiv:2305.04388Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Professional Certification Benchmark Dataset: The First 500 Jobs For Large Language Models 7 May 2023 · 0 repositories · arXiv:2305.05377
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Artificial Neuropsychology: Are Large Language Models Developing Executive Functions? 6 May 2023 · 0 repositories · arXiv:2305.04134
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Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models 6 May 2023 · 3 repositories · arXiv:2305.04091Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Refining the Responses of LLMs by Themselves 6 May 2023 · 1 repository · arXiv:2305.04039
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Adapting Transformer Language Models for Predictive Typing in Brain-Computer Interfaces 5 May 2023 · 0 repositories · arXiv:2305.03819
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Otter: A Multi-Modal Model with In-Context Instruction Tuning 5 May 2023 · 1 repository · arXiv:2305.03726
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Simulating H.P. Lovecraft horror literature with the ChatGPT large language model 5 May 2023 · 0 repositories · arXiv:2305.03429
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Using ChatGPT for Entity Matching 5 May 2023 · 1 repository · arXiv:2305.03423
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Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework 5 May 2023 · 1 repository · arXiv:2305.03268
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An automatically discovered chain-of-thought prompt generalizes to novel models and datasets 4 May 2023 · 0 repositories · arXiv:2305.02897
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AutoML-GPT: Automatic Machine Learning with GPT 4 May 2023 · 0 repositories · arXiv:2305.02499
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Gpt-4: A Review on Advancements and Opportunities in Natural Language Processing 4 May 2023 · 0 repositories · arXiv:2305.03195
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Can LLMs Capture Human Preferences? 4 May 2023 · 0 repositories · arXiv:2305.02531
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Late-Binding Scholarship in the Age of AI: Navigating Legal and Normative Challenges of a New Form of Knowledge Production 4 May 2023 · 0 repositories · arXiv:2305.11058
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PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits 4 May 2023 · 1 repository · arXiv:2305.02547Syntology 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)
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Entity Tracking in Language Models 3 May 2023 · 1 repository · arXiv:2305.02363
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GPT-RE: In-context Learning for Relation Extraction using Large Language Models 3 May 2023 · 1 repository · arXiv:2305.02105
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Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise 2 May 2023 · 1 repository · arXiv:2305.01579
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FreeLM: Fine-Tuning-Free Language Model 2 May 2023 · 0 repositories · arXiv:2305.01616
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How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? 2 May 2023 · 2 repositories · arXiv:2305.01555
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A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models 2 May 2023 · 0 repositories · arXiv:2305.01181
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Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information 2 May 2023 · 1 repository · arXiv:2305.01788
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Automated Paper Screening for Clinical Reviews Using Large Language Models 1 May 2023 · 0 repositories · arXiv:2305.00844
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Beyond Classification: Financial Reasoning in State-of-the-Art Language Models 30 Apr 2023 · 1 repository · arXiv:2305.01505
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Using Large Language Models to Generate JUnit Tests: An Empirical Study 30 Apr 2023 · 1 repository · arXiv:2305.00418
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How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model 30 Apr 2023 · 3 repositories · arXiv:2305.00586
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Causal Reasoning and Large Language Models: Opening a New Frontier for Causality 28 Apr 2023 · 1 repository · arXiv:2305.00050Syntology 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)
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FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems 28 Apr 2023 · 1 repository · arXiv:2304.14746
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Towards Automated Circuit Discovery for Mechanistic Interpretability 28 Apr 2023 · 4 repositories · arXiv:2304.14997Syntology 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) · 3 unverified (of 5 harvested samples)
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Framing the News:From Human Perception to Large Language Model Inferences 27 Apr 2023 · 0 repositories · arXiv:2304.14456
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ICE-Score: Instructing Large Language Models to Evaluate Code 27 Apr 2023 · 2 repositories · arXiv:2304.14317Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Origin Tracing and Detecting of LLMs 27 Apr 2023 · 0 repositories · arXiv:2304.14072
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SweCTRL-Mini: a data-transparent Transformer-based large language model for controllable text generation in Swedish 27 Apr 2023 · 1 repository · arXiv:2304.13994
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Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval 26 Apr 2023 · 0 repositories · arXiv:2304.13301
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Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery 26 Apr 2023 · 0 repositories · arXiv:2304.13714
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Exploring the Curious Case of Code Prompts 26 Apr 2023 · 1 repository · arXiv:2304.13250Syntology 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) · 4 unverified (of 6 harvested samples)
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Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3 26 Apr 2023 · 0 repositories · arXiv:2304.13846
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Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables 26 Apr 2023 · 0 repositories · arXiv:2304.13559
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Measuring Massive Multitask Chinese Understanding 25 Apr 2023 · 2 repositories · arXiv:2304.12986Syntology official (archive's flag): 2 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Semantic Compression With Large Language Models 25 Apr 2023 · 0 repositories · arXiv:2304.12512
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The Potential of Visual ChatGPT For Remote Sensing 25 Apr 2023 · 0 repositories · arXiv:2304.13009
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Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM 24 Apr 2023 · 1 repository · arXiv:2304.11872
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Boosting Theory-of-Mind Performance in Large Language Models via Prompting 22 Apr 2023 · 1 repository · arXiv:2304.11490
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Evaluating Transformer Language Models on Arithmetic Operations Using Number Decomposition 21 Apr 2023 · 1 repository · arXiv:2304.10977
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Inducing anxiety in large language models can induce bias 21 Apr 2023 · 0 repositories · arXiv:2304.11111
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The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination 21 Apr 2023 · 0 repositories · arXiv:2304.14347
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Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers 21 Apr 2023 · 0 repositories · arXiv:2304.11257
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Meta Semantics: Towards better natural language understanding and reasoning 20 Apr 2023 · 0 repositories · arXiv:2304.10663
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Safety Assessment of Chinese Large Language Models 20 Apr 2023 · 2 repositories · arXiv:2304.10436
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SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation 20 Apr 2023 · 0 repositories · arXiv:2304.10417
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Catch Me If You Can: Identifying Fraudulent Physician Reviews with Large Language Models Using Generative Pre-Trained Transformers 19 Apr 2023 · 0 repositories · arXiv:2304.09948
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GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information 19 Apr 2023 · 1 repository · arXiv:2304.09667Syntology official (archive's flag): 1 ran · 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) · 1 pointer-only (licence)
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How to Do Things with Deep Learning Code 19 Apr 2023 · 0 repositories · arXiv:2304.09406
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Supporting Human-AI Collaboration in Auditing LLMs with LLMs 19 Apr 2023 · 0 repositories · arXiv:2304.09991
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SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery 19 Apr 2023 · 1 repository · arXiv:2304.09974Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval 18 Apr 2023 · 0 repositories · arXiv:2304.09333
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CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models 18 Apr 2023 · 0 repositories · arXiv:2304.10946
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LLM-based Interaction for Content Generation: A Case Study on the Perception of Employees in an IT department 18 Apr 2023 · 0 repositories · arXiv:2304.09064
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An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems 17 Apr 2023 · 1 repository · arXiv:2304.08115