Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T10:15:53.915610Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2606.25674.
A citation records a reference. It does not transfer a finding from one paper to another.
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Source: paper_references, paper_reference_links, observed 2026-08-02T10:15:53.915610Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
79 of 79 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 68cccac2-828a-41d9-9cbb-5e679b00d5f4 · outbound
BitNet Text Embeddings Semeval-2012 task 6: A pilot on semantic textual similarity
Reference 1
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Observation 548d6f02-c42f-4d39-ba9d-944f80fee9b7 · outbound
BitNet Text Embeddings Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 2
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Observation 1c77f84c-4863-4e3e-9083-ea3c82a85279 · outbound
BitNet Text Embeddings Revela: Dense retriever learning via language modeling
Reference 3
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Observation 99ec687a-81ff-4a9b-821d-66d28c73272b · outbound
BitNet Text Embeddings Efficient Intent Detection with Dual Sentence Encoders
Reference 4
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Observation 427a91f3-6204-4c65-8ea3-6aa342978bf0 · outbound
BitNet Text Embeddings Quartet: Native fp4 training can be optimal for large language models.Advances in Neural Information Processing Systems, 38:43552–43572, 2026
Reference 5
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Observation 4876d1da-16e1-4f1b-bfa3-231c4658adb9 · outbound
BitNet Text Embeddings SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation
Reference 6
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Observation 16d2eaba-d87f-455c-bd89-630682d09c58 · outbound
BitNet Text Embeddings Open-domain question answering
Reference 7
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Observation 0fbec2ce-2d69-49f9-b37a-a2930f253af0 · outbound
BitNet Text Embeddings mme5: Improving multimodal multilingual embeddings via high-quality synthetic data
Reference 8
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Observation 0b4e4b86-6573-450b-9ecf-96f2bc4bb8ab · outbound
BitNet Text Embeddings Efficientqat: Efficient quantization-aware training for large language models
Reference 9
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Observation 7989b89e-db36-4c26-b389-13b08b2ff65d · outbound
BitNet Text Embeddings Semeval-2022 task 8: Multilingual news article similarity
Reference 10
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Observation 80ff849d-c4f5-4a32-a997-9495e93f8712 · outbound
Reference 11
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Observation 9df2b6dd-078a-4ce5-9284-887c757c0a57 · outbound
BitNet Text Embeddings SPECTER: Document-level Representation Learning using Citation-informed Transformers
Reference 12
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Observation 583e13f7-b308-4b9a-af4f-ea677e37fec0 · outbound
BitNet Text Embeddings Quora question pairs.https://kaggle.com/competitions/quora-question-pairs, 2017
Reference 13
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Observation a9fb71f6-1f66-4864-8924-904ab7e7e504 · outbound
BitNet Text Embeddings Unresolved cited work
Reference 14
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Observation 31d7998c-8849-4fce-b6b2-45a0d25751f9 · outbound
BitNet Text Embeddings BERT: Pre-training of deep bidirectional transformers for language understanding
Reference 15
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Observation 34fa1e2d-743c-48eb-9058-7e73845bb444 · outbound
BitNet Text Embeddings Bitdistiller: Unleashing the potential of sub-4-bit llms via self-distillation
Reference 16
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Observation 29bbf45e-2e69-479a-803e-038fea64543f · outbound
BitNet Text Embeddings Mmteb: Massive multilingual text embedding benchmark.arXiv preprint arXiv:2502.13595, 2025
Reference 17
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Observation b8b70091-10ae-4c00-ae30-5dadac2aeefe · outbound
Reference 18
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Observation 84dc436c-dd22-4589-92fa-c0e75a618456 · outbound
BitNet Text Embeddings GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Reference 19
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Observation 33a03117-e2da-4546-a560-49361b73254d · outbound
BitNet Text Embeddings SimCSE: Simple Contrastive Learning of Sentence Embeddings
Reference 20
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Observation 55c70530-ea35-415e-a680-5c0fd84dc513 · outbound
BitNet Text Embeddings A survey of low-bit large language models: Basics, systems, and algorithms.Neural networks, page 107856, 2025
Reference 21
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Observation 4c367864-57a7-4933-872f-b8323812637d · outbound
BitNet Text Embeddings Unresolved cited work
Reference 22
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Observation 4e021082-1f01-4864-b0ab-9c4721f37522 · outbound
BitNet Text Embeddings Quaff: Quantized parameter-efficient fine-tuning under outlier spatial stability hypothesis
Reference 23
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Observation 6e82e67c-0213-4d96-ac2c-d39b7945c067 · outbound
BitNet Text Embeddings Dense passage retrieval for open-domain question answering
Reference 24
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Observation bb65246a-72ee-4d93-8054-20f057fe658e · outbound
BitNet Text Embeddings Colbert: Efficient and effective passage search via contextual- ized late interaction over bert
Reference 25
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Observation bcbdf0c5-f709-4359-b44b-1ad652600395 · outbound
BitNet Text Embeddings Ma- tryoshka representation learning.Advances in Neural Information Processing Systems, 35: 30233–30249, 2022
Reference 26
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Observation c78f134e-705f-4d6b-895c-0c007eab928e · outbound
BitNet Text Embeddings Newsweeder: Learning to filter netnews
Reference 27
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Observation 13ef06f1-972e-4c08-b7e1-debac3ad4714 · outbound
BitNet Text Embeddings NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Reference 28
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Observation 9546d93a-71f4-47b5-8cba-d6a02507aa56 · outbound
BitNet Text Embeddings Gecko: Versatile Text Embeddings Distilled from Large Language Models
Reference 29
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Observation ecd02d8d-b6c6-4c66-b74b-eea92adbee2a · outbound
BitNet Text Embeddings Llama2vec: Unsupervised adaptation of large language models for dense retrieval
Reference 30
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Observation c55050a8-2572-4fd9-8736-8cceb5fa2231 · outbound
BitNet Text Embeddings Making Text Embedders Few-Shot Learners
Reference 31
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Observation 6180ac0e-a17e-4bb2-96d1-39ca7518cf1d · outbound
BitNet Text Embeddings MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark
Reference 32
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Observation ed187fa9-f8c9-4113-8833-c726af7dd2bf · outbound
BitNet Text Embeddings Towards General Text Embeddings with Multi-stage Contrastive Learning
Reference 33
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Observation 683df9b5-c998-4695-9b30-185101d4e448 · outbound
BitNet Text Embeddings Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning
Reference 35
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Observation d5bf3bed-3b2c-43c9-bf4a-9c5b0a64adf3 · outbound
BitNet Text Embeddings Awq: Activation-aware weight quantization for on-device llm compression and acceleration.Proceedings of machine learning and systems, 6:87–100, 2024
Reference 36
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Observation 0032569b-1d12-4b5b-892c-7ad2d63d7f37 · outbound
BitNet Text Embeddings Linkso: a dataset for learning to retrieve similar question answer pairs on software development forums
Reference 37
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Observation 6e54f463-5e09-4b9e-bf38-b9b7d4443591 · outbound
BitNet Text Embeddings Llm-qat: Data-free quantiza- tion aware training for large language models
Reference 38
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Observation 7db72f83-fca9-478a-a924-a376b05b1056 · outbound
BitNet Text Embeddings The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Reference 39
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Observation 72af1efb-8c32-4097-92fc-e065449905a5 · outbound
Reference 40
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Observation 892fc396-f748-4c3d-94cc-8b682288c644 · outbound
BitNet Text Embeddings Fine-tuning llama for multi-stage text retrieval
Reference 41
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Observation d4611761-d902-4f96-8342-79f0d85a94e8 · outbound
BitNet Text Embeddings Learning word vectors for sentiment analysis
Reference 42
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Observation 9bbb558e-c3f6-47ad-af87-93d4fddf5473 · outbound
BitNet Text Embeddings Tweet sentiment extraction
Reference 43
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Observation 0594be60-c1a2-4c7b-8d2b-197b8c1a4ecd · outbound
BitNet Text Embeddings Www’18 open challenge: financial opinion mining and question answering
Reference 44
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Observation 295a87bc-40de-4d52-8c67-3f5c4e6ed89b · outbound
BitNet Text Embeddings Hidden factors and hidden topics: understanding rating dimensions with review text
Reference 45
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Observation c7bb3b0f-df8c-4859-91d5-11c963ee2318 · outbound
BitNet Text Embeddings Sfrembedding-mistral: enhance text retrieval with transfer learning.Salesforce AI Research Blog, 3:6, 2024
Reference 46
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Observation 6a1a9e08-cdc5-497c-a720-c28ca48dea16 · outbound
BitNet Text Embeddings SGPT: GPT Sentence Embeddings for Semantic Search
Reference 47
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Observation 3af3a148-bc12-4ff5-acc6-75a667f05196 · outbound
BitNet Text Embeddings MTEB: Massive text embedding benchmark
Reference 48
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Observation 60baa285-ebe7-4d17-9107-0297108a69c7 · outbound
BitNet Text Embeddings Generative representational instruction tuning
Reference 49
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Observation 3c6b9b42-9c05-4204-a611-bf7c1b169da2 · outbound
Reference 50
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Observation 6990a46a-5092-4990-84e9-e4948206c28f · outbound
BitNet Text Embeddings Ms marco: A human-generated machine reading comprehension dataset
Reference 51
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Observation ca065d1d-757c-44fb-a976-8d728ed90847 · outbound
BitNet Text Embeddings I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews
Reference 52
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Observation 8f4f450c-e484-4d47-83dc-d6476bfb4263 · outbound
BitNet Text Embeddings Representation Learning with Contrastive Predictive Coding
Reference 53
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Observation ea11a738-4664-4030-8b72-45aba594b306 · outbound
BitNet Text Embeddings Sentence-bert: Sentence embeddings using siamese bert- networks
Reference 54
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Observation 843eec74-723d-4b14-a989-098986469783 · outbound
BitNet Text Embeddings Carer: Contextualized affect representations for emotion recognition
Reference 55
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Observation 8e7cb965-7f61-4bce-bcbd-56a2bd992864 · outbound
BitNet Text Embeddings Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training
Reference 56
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Observation b327fc5d-0fa0-4f47-9d5f-efab8ec76753 · outbound
BitNet Text Embeddings Smith, Luke Zettlemoyer, and Tao Yu
Reference 57
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Observation 2c2322bf-3fb9-4b04-ae53-aa4ad3b82e43 · outbound
BitNet Text Embeddings LLMs are Also Effective Embedding Models: An In-depth Overview
Reference 58
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Observation d42a69f1-6825-4bac-90e8-4b4d64f5a8c6 · outbound
Reference 59
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Observation 601f90e0-4d65-4eae-8206-05b79ff2defc · outbound
BitNet Text Embeddings FEVER: a large-scale dataset for Fact Extraction and VERification
Reference 60
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Observation af066b5d-5789-47c8-8471-9d6148034f07 · outbound
BitNet Text Embeddings Retrieval of the best counterargument without prior topic knowledge
Reference 61
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Observation 9a8a2b89-6783-4bfc-8152-2bd3622b6702 · outbound
BitNet Text Embeddings BitNet: Scaling 1-bit Transformers for Large Language Models
Reference 62
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Observation ba61b102-f779-4f22-bc75-b557681fdd37 · outbound
BitNet Text Embeddings Text Embeddings by Weakly-Supervised Contrastive Pre-training
Reference 63
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Observation f91543c4-78dc-4830-9f1b-4fd6489a8545 · outbound
BitNet Text Embeddings Improving text embeddings with large language models
Reference 64
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Observation c5aac65f-35f1-4c2a-ae74-fdf132409529 · outbound
BitNet Text Embeddings Multilingual E5 Text Embeddings: A Technical Report
Reference 65
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Observation fdefdc46-a3bb-4825-bdc8-626c120148d9 · outbound
BitNet Text Embeddings Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.Advances in neural information processing systems, 33:5776–5788, 2020
Reference 66
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Observation b792bd47-0902-42b0-9450-3847a8ea6dc1 · outbound
BitNet Text Embeddings Minilmv2: Multi-head self-attention relation distillation for compressing pretrained transformers
Reference 67
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Observation 95cb002b-9301-4097-a4ab-39612a54dd44 · outbound
BitNet Text Embeddings Unresolved cited work
Reference 68
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Observation 06c57d76-d617-441f-8cce-316809d13db9 · outbound
BitNet Text Embeddings Bitnet distillation.arXiv preprint arXiv:2510.13998, 2025
Reference 69
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Observation dceafbff-b725-47ce-aa25-cfa5b3424d6f · outbound
BitNet Text Embeddings Smoothquant: Accurate and efficient post-training quantization for large language models
Reference 70
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Observation ef02838f-0a8a-4f05-8d67-27dc2092e242 · outbound
BitNet Text Embeddings Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Reference 71
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Observation 51f1c0d3-b396-4fc2-9098-54774267ba38 · outbound
BitNet Text Embeddings Onebit: Towards extremely low-bit large language models.Advances in Neural Information Processing Systems, 37:66357–66382, 2024
Reference 72
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Observation 50ce3a38-d5e2-4a6d-badb-4d27cf96a74b · outbound
Reference 73
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Observation cff555c3-15e6-4e0e-9948-f5bbff97a1a1 · outbound
BitNet Text Embeddings HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 74
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Observation be4909c9-1ac6-4e44-8e94-20dbf0afa05f · outbound
BitNet Text Embeddings RPTQ: Reorder-based Post-training Quantization for Large Language Models
Reference 75
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Observation 5d95d693-86a2-48d8-be80-9acec3e4512e · outbound
BitNet Text Embeddings Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Reference 76
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Observation 13d2c91c-3c8c-46f7-a9d6-378e733f40df · outbound
BitNet Text Embeddings Retrieval-Augmented Generation for AI-Generated Content: A Survey
Reference 77
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Observation 4260c38a-ab3e-4c50-a4cd-7fa32bef607e · outbound
BitNet Text Embeddings Dense text retrieval based on pretrained language models: A survey.ACM Transactions on Information Systems, 42(4):1–60, 2024
Reference 78
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Observation c48f276d-b36f-4fab-bc7b-a9f95940d7c4 · outbound
BitNet Text Embeddings Embedding in recommender systems: A survey.arXiv preprint arXiv:2310.18608, 2023
Reference 79
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Observation 65ffb201-b354-445b-92cb-27f5b8fa5673 · outbound
BitNet Text Embeddings Kalm-embedding-v2: Superior training techniques and data inspire a versatile embedding model.arXiv preprint arXiv:2506.20923, 2025
Reference 80
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No inbound Pith citation observations are available.