Aligning Language Models with Selective Prediction | Paper Citation Record

Observation bec28eef-0332-460a-abc3-7b6f0dca8bd7 · outbound

This paper cites Large language models in law: A survey,.

Aligning Language Models with Selective Prediction Large language models in law: A survey,

Reference 1

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Observation 399e735f-572a-42cd-bf71-6dc98bd988e1 · outbound

This paper cites Ai-trader: Benchmarking autonomous agents in real-time financial markets,.

Aligning Language Models with Selective Prediction Ai-trader: Benchmarking autonomous agents in real-time financial markets,

Reference 2

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Observation 2f82fbcf-4e73-42f1-ad29-f95afd75463c · outbound

This paper cites Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis,.

Aligning Language Models with Selective Prediction Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis,

Reference 3

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Observation 6bcbc1f7-0d38-492a-8436-436c979c5818 · outbound

This paper cites Evaluating large language models for accuracy incentivizes hallucinations,.

Aligning Language Models with Selective Prediction Evaluating large language models for accuracy incentivizes hallucinations,

Reference 4

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Observation 4b862ac0-9538-420a-ba92-390ec667910e · outbound

This paper cites On calibration of modern neural networks,.

Aligning Language Models with Selective Prediction On calibration of modern neural networks,

Reference 5

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Observation 5908e105-8391-4047-9328-0422c771ced7 · outbound

This paper cites Measuring calibration in deep learning.

Aligning Language Models with Selective Prediction Measuring calibration in deep learning

Reference 6

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Observation 3eaab900-dcc5-41ef-8372-8955ca9c58ae · outbound

This paper cites Calibrated selective classification,.

Aligning Language Models with Selective Prediction Calibrated selective classification,

Reference 7

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Observation 0f78c077-9fe9-46f7-ae84-a7307fc22c0a · outbound

This paper cites Selective classification under distribution shifts,.

Aligning Language Models with Selective Prediction Selective classification under distribution shifts,

Reference 8

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Observation c774baec-4272-49e4-bc4d-143a69575ff6 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Aligning Language Models with Selective Prediction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 9

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Observation eebb9ee0-1246-4eb6-8769-406802e96599 · outbound

This paper cites Beyond binary rewards: Training LMs to reason about their uncertainty,.

Aligning Language Models with Selective Prediction Beyond binary rewards: Training LMs to reason about their uncertainty,

Reference 10

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Observation c2df9701-1132-41bd-8a05-dc0b36ce8292 · outbound

This paper cites Deepseek-r1 incentivizes reasoning in llms through reinforcement learning,.

Aligning Language Models with Selective Prediction Deepseek-r1 incentivizes reasoning in llms through reinforcement learning,

Reference 11

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Observation fbc0cec5-79ca-4751-9f81-30b4ca35eeda · outbound

This paper cites Reinforcement learning with verifiable rewards implicitly incentivizes correct reasoning in base LLMs,.

Aligning Language Models with Selective Prediction Reinforcement learning with verifiable rewards implicitly incentivizes correct reasoning in base LLMs,

Reference 12

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Observation 36c829d5-e77f-4d76-99c0-7efd896e3611 · outbound

This paper cites How do LLMs compute verbal confidence?.

Aligning Language Models with Selective Prediction How do LLMs compute verbal confidence?

Reference 13

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Observation c4e87e80-47a9-4f5d-9b85-9b1e9e14f768 · outbound

This paper cites Can LLMs express their uncertainty? an empirical evaluation of confidence elicitation in LLMs,.

Aligning Language Models with Selective Prediction Can LLMs express their uncertainty? an empirical evaluation of confidence elicitation in LLMs,

Reference 14

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Observation 91533b61-79f0-40e5-8524-eb79f5e30dff · outbound

This paper cites Taming overconfidence in LLMs: Reward calibration in RLHF,.

Aligning Language Models with Selective Prediction Taming overconfidence in LLMs: Reward calibration in RLHF,

Reference 15

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Observation 02c50abb-39b1-4511-a967-adc3d9249c57 · outbound

This paper cites Available: https://openreview.net/forum?id=l0tg0jzsdL.

Aligning Language Models with Selective Prediction Available: https://openreview.net/forum?id=l0tg0jzsdL

Reference 16

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Observation 157382eb-bbe4-4978-a19b-a62ae6ab16d3 · outbound

This paper cites A novel characterization of the population area under the risk coverage curve (AURC) and rates of finite sample estimators,.

Aligning Language Models with Selective Prediction A novel characterization of the population area under the risk coverage curve (AURC) and rates of finite sample estimators,

Reference 17

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Observation 5f539d47-596b-4aec-ae19-746c6ba8d1aa · outbound

This paper cites A survey of confidence estimation and calibration in large language models,.

Aligning Language Models with Selective Prediction A survey of confidence estimation and calibration in large language models,

Reference 18

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Observation e24d06d2-96c1-409f-855f-b56a4ddae7b6 · outbound

This paper cites A survey of uncertainty estimation methods on large language models,.

Aligning Language Models with Selective Prediction A survey of uncertainty estimation methods on large language models,

Reference 19

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Observation 9ada13f3-525a-4f01-ae60-1b957770d3ce · outbound

This paper cites What does it take to build a performant selective classifier?.

Aligning Language Models with Selective Prediction What does it take to build a performant selective classifier?

Reference 20

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Observation 19f0741a-6bab-4df4-a59b-d652fba0b1e7 · outbound

This paper cites Adaptation with self-evaluation to improve selective prediction in LLMs,.

Aligning Language Models with Selective Prediction Adaptation with self-evaluation to improve selective prediction in LLMs,

Reference 21

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Observation 776c2baa-5fa0-4dd9-a576-9e886ba32709 · outbound

This paper cites Calibrating LLMs for selective prediction: Balancing coverage and risk,.

Aligning Language Models with Selective Prediction Calibrating LLMs for selective prediction: Balancing coverage and risk,

Reference 22

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Observation 256b359c-5440-432e-bb12-bce912b72a95 · outbound

This paper cites Optimal strategies for reject option classifiers,.

Aligning Language Models with Selective Prediction Optimal strategies for reject option classifiers,

Reference 23

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Observation b3d407f7-e19a-45ef-aebd-631deab47f1a · outbound

This paper cites Qwen2.5 Technical Report.

Aligning Language Models with Selective Prediction Qwen2.5 Technical Report

Reference 24

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Observation f8694dab-80a0-4ba8-845a-4f062a946013 · outbound

This paper cites The llama 3 herd of models,.

Aligning Language Models with Selective Prediction The llama 3 herd of models,

Reference 25

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Observation 3fc86f36-b6dd-4f64-80f1-0b2a98837980 · outbound

This paper cites The Llama 3 Herd of Models.

Aligning Language Models with Selective Prediction The Llama 3 Herd of Models

Reference 26

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Observation 700cbd24-69db-430c-9d94-60ffee5476bc · outbound

This paper cites HotpotQA: A dataset for diverse, explainable multi-hop question answering,.

Aligning Language Models with Selective Prediction HotpotQA: A dataset for diverse, explainable multi-hop question answering,

Reference 27

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Observation 6a4d4a1d-dfc8-46ab-93ae-5bb9458538c6 · outbound

This paper cites Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models.

Aligning Language Models with Selective Prediction Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

Reference 28

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Observation 1f3dab7b-1b16-4dfd-9b34-fae242a03c93 · outbound

This paper cites Measuring short-form factuality in large language models.

Aligning Language Models with Selective Prediction Measuring short-form factuality in large language models

Reference 29

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Observation e3012517-8558-48d6-b134-d3e03a9b1072 · outbound

This paper cites TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension,.

Aligning Language Models with Selective Prediction TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension,

Reference 30

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Observation 2cdb5e26-c61a-4b73-b9cc-6f2b646c2588 · outbound

This paper cites GPQA: A graduate-level google-proof q&a benchmark,.

Aligning Language Models with Selective Prediction GPQA: A graduate-level google-proof q&a benchmark,

Reference 31

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Observation 4b236d53-dbcb-41af-9f1e-d860d5e360cf · outbound

This paper cites Measuring mathematical problem solving with the MATH dataset,.

Aligning Language Models with Selective Prediction Measuring mathematical problem solving with the MATH dataset,

Reference 32

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Observation a1e0b9de-58e3-45c0-bbeb-afe4fa02ca6d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Aligning Language Models with Selective Prediction Training Verifiers to Solve Math Word Problems

Reference 33

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Observation f83d0c91-6836-4b5e-8701-b740fa29ab62 · outbound

This paper cites CommonsenseQA: A question answering challenge targeting commonsense knowledge,.

Aligning Language Models with Selective Prediction CommonsenseQA: A question answering challenge targeting commonsense knowledge,

Reference 34

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Observation 1fb966ea-bee1-4ed0-94a4-79c52dc31338 · outbound

This paper cites Outcome-based reinforcement learning to predict the future,.

Aligning Language Models with Selective Prediction Outcome-based reinforcement learning to predict the future,

Reference 35

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Observation 25d657a2-15c4-4336-9ef1-edd9c610a392 · outbound

This paper cites Available: https://openreview.net/forum?id=bbhdeL8EUX.

Aligning Language Models with Selective Prediction Available: https://openreview.net/forum?id=bbhdeL8EUX

Reference 36

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Observation 92469c7f-8fb8-4488-9773-ed82e3696d71 · outbound

This paper cites What disease does this patient have? a large-scale open domain question answering dataset from medical exams,.

Aligning Language Models with Selective Prediction What disease does this patient have? a large-scale open domain question answering dataset from medical exams,

Reference 37

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Observation 89b878ca-576d-4218-bf78-33d3ddb3e7e3 · outbound

This paper cites Calibrating Verbalized Probabilities for Large Language Models.

Aligning Language Models with Selective Prediction Calibrating Verbalized Probabilities for Large Language Models

Reference 38

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Observation 85381dc8-d0b5-4b5e-8a68-5539990767ff · outbound

This paper cites Selectively answering ambiguous questions,.

Aligning Language Models with Selective Prediction Selectively answering ambiguous questions,

Reference 39

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Observation 761e4b7b-da68-497f-bfc3-d2e8a461adc6 · outbound

This paper cites Post-abstention: Towards reliably re-attempting the abstained instances in QA,.

Aligning Language Models with Selective Prediction Post-abstention: Towards reliably re-attempting the abstained instances in QA,

Reference 40

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Observation 645ce5ec-2ee7-4127-a80f-cfd1cc008e62 · outbound

This paper cites Conformal language modeling,.

Aligning Language Models with Selective Prediction Conformal language modeling,

Reference 41

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Observation 9f7d682d-d0ff-467c-8d35-9f8a56dd3659 · outbound

This paper cites Controllable Text Generation for Large Language Models: A Survey.

Aligning Language Models with Selective Prediction Controllable Text Generation for Large Language Models: A Survey

Reference 42

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Observation 016e8036-a80b-4bd8-a6ca-44dd263b8219 · outbound

This paper cites Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models fine-tuned with human feedback,.

Aligning Language Models with Selective Prediction Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models fine-tuned with human feedback,

Reference 43

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Observation 3609a32f-2553-4cbf-b743-5fbc861e0480 · outbound

This paper cites Semantic calibration of LLMs through the lens of temperature scaling,.

Aligning Language Models with Selective Prediction Semantic calibration of LLMs through the lens of temperature scaling,

Reference 44

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Observation 12d3293d-c9f7-4078-8211-7f0689a77774 · outbound

This paper cites Calibrating the confidence of large language models by eliciting fidelity,.

Aligning Language Models with Selective Prediction Calibrating the confidence of large language models by eliciting fidelity,

Reference 45

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Observation 14152856-2e82-4974-aa85-792d61984d61 · outbound

This paper cites Calibrating large language models with sample consistency,.

Aligning Language Models with Selective Prediction Calibrating large language models with sample consistency,

Reference 46

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Observation 0d9c4862-4cf3-457f-8eae-6b82a7b98ae4 · outbound

This paper cites Open-reasoner-zero: An open source approach to scaling up reinforcement learning on the base model,.

Aligning Language Models with Selective Prediction Open-reasoner-zero: An open source approach to scaling up reinforcement learning on the base model,

Reference 47

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Observation 93c0b0fa-9621-45d6-8aef-b56b0f3682c0 · outbound

This paper cites BNPO: Beta Normalization Policy Optimization.

Aligning Language Models with Selective Prediction BNPO: Beta Normalization Policy Optimization

Reference 48

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Observation 80602925-b826-4ed2-862f-5351eb3694d6 · outbound

This paper cites LoRA: Low-rank adaptation of large language models,.

Aligning Language Models with Selective Prediction LoRA: Low-rank adaptation of large language models,

Reference 49

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Observation baf6e7f4-eec1-4300-a671-a8189169d647 · outbound

This paper cites Lora without regret,.

Aligning Language Models with Selective Prediction Lora without regret,

Reference 50

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Observation 02b733a5-ed49-4ec6-a1ed-2350b81d0ec1 · outbound

This paper cites Efficient memory management for large language model serving with pagedattention,.

Aligning Language Models with Selective Prediction Efficient memory management for large language model serving with pagedattention,

Reference 51

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Observation 0b1ddfe3-c134-45c5-a84e-698c71b32900 · outbound

This paper cites FlashAttention-2: Faster attention with better parallelism and work partitioning,.

Aligning Language Models with Selective Prediction FlashAttention-2: Faster attention with better parallelism and work partitioning,

Reference 52

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Observation 996504ec-f614-42a8-8c6f-0a9b2105cf0f · outbound

This paper cites Capabilities of Gemini Models in Medicine.

Aligning Language Models with Selective Prediction Capabilities of Gemini Models in Medicine

Reference 53

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Observation bd0f7b7e-ba27-4d9b-97b7-5ca920f2b8f5 · outbound

This paper cites MedGemma Technical Report.

Aligning Language Models with Selective Prediction MedGemma Technical Report

Reference 54

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Observation 64cd9659-eed7-4f07-923e-a4d0a10b4e0c · outbound

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Aligning Language Models with Selective Prediction Unresolved cited work

Reference 55

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Observation 9f5b1ba6-ff35-49e4-ba49-de19d3c0846a · outbound

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Aligning Language Models with Selective Prediction Unresolved cited work

Reference 56

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Observation 3f434036-2f13-4cb1-b571-dd703852b285 · outbound

This paper cites In these cases, it is also okay to have only a small number of uncertainties and then explicitly say that I am unable to spot more uncertainties.

Aligning Language Models with Selective Prediction In these cases, it is also okay to have only a small number of uncertainties and then explicitly say that I am unable to spot more uncertainties

Reference 57

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Observation 27aeeec9-88df-4db9-bed7-464c3c43faf4 · outbound

This paper cites For example, uncertainties may arise from ambiguities in the question, or from the application of a particular lemma/proof.

Aligning Language Models with Selective Prediction For example, uncertainties may arise from ambiguities in the question, or from the application of a particular lemma/proof

Reference 58

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Observation 3d1e2356-23e2-4021-8f19-8d31cafc4497 · outbound

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Aligning Language Models with Selective Prediction Unresolved cited work

Reference 59

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Aligning Language Models with Selective Prediction Unresolved cited work

Reference 60

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Observation 1e8d68b4-d610-4709-8903-f18c46f0b81f · outbound

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Aligning Language Models with Selective Prediction Unresolved cited work

Reference 61

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This paper cites This verifier is used for HotPotQA and HotPotQA-Modified.

Aligning Language Models with Selective Prediction This verifier is used for HotPotQA and HotPotQA-Modified

Reference 62

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Observation c85f93ce-3f64-43bb-aa4a-0b105ae36b31 · outbound

This paper cites This verifier is used for Math-500, GSM8K, and Big-Math Digits.

Aligning Language Models with Selective Prediction This verifier is used for Math-500, GSM8K, and Big-Math Digits

Reference 63

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Observation 61f058d1-998d-4a3e-a07c-22926662d6af · outbound

This paper cites YES” or “NO.

Aligning Language Models with Selective Prediction YES” or “NO

Reference 64

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Observation d3fecd6c-147a-4ff2-ba5b-df0ff99e3a77 · outbound

This paper cites This modified version systematically varies the availability of supporting evidence by removing zero, one, or both of the key para- graphs required to answer each question.

Aligning Language Models with Selective Prediction This modified version systematically varies the availability of supporting evidence by removing zero, one, or both of the key para- graphs required to answer each question

Reference 65

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation f8a3e2e5-6543-4a68-b92f-cef0805c7f49 · outbound

This paper cites an unresolved cited work.

Aligning Language Models with Selective Prediction Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 117501cd-a0f7-4415-bac2-0a61fd6d9510 · outbound

This paper cites Thus, each question contains 8 paragraphs with both supporting paragraphs present.

Aligning Language Models with Selective Prediction Thus, each question contains 8 paragraphs with both supporting paragraphs present

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 09289332-7e68-4868-9870-e985e9410e1e · outbound

This paper cites Correctness is measured using exact-match.

Aligning Language Models with Selective Prediction Correctness is measured using exact-match

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation f2d6c769-46cf-4d89-b455-a9128b9d64e9 · outbound

This paper cites Correctness is measured usingmath-verify.

Aligning Language Models with Selective Prediction Correctness is measured usingmath-verify

Reference 69

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b1ac74-fbd6-463d-a1e2-03da61999975 · outbound

This paper cites Correctness is measured usingmath-verify.

Aligning Language Models with Selective Prediction Correctness is measured usingmath-verify

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d37c81-2e19-4beb-a503-d318ca065359 · outbound

This paper cites Correctness is measured usingmath-verify.

Aligning Language Models with Selective Prediction Correctness is measured usingmath-verify

Reference 71

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 96a6dcc6-b8ca-48f7-b537-f7fe982686cf · outbound

This paper cites Correctness is measured using LLM-as-a-judge.

Aligning Language Models with Selective Prediction Correctness is measured using LLM-as-a-judge

Reference 72

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation ef4c4c29-706d-47a2-8362-abddb5efa5c6 · outbound

This paper cites Correctness is measured using LLM-as-a-judge.

Aligning Language Models with Selective Prediction Correctness is measured using LLM-as-a-judge

Reference 73

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation f5336130-c10e-4099-a2ee-72c12181bc58 · outbound

This paper cites Correctness is measured using LLM-as-a-judge.

Aligning Language Models with Selective Prediction Correctness is measured using LLM-as-a-judge

Reference 74

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 64f70914-6f6d-4187-a804-5991a8ab911d · outbound

This paper cites Correctness is measured using LLM-as-a-judge.

Aligning Language Models with Selective Prediction Correctness is measured using LLM-as-a-judge

Reference 75

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation d47453aa-3a5e-4263-90d0-5af5363531a6 · outbound

This paper cites Correctness is measured using LLM-as-a-judge.

Aligning Language Models with Selective Prediction Correctness is measured using LLM-as-a-judge

Reference 76

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation ce152bdc-3929-46ca-b4d1-3166a03cd78c · outbound

This paper cites We refer the reader to Sec.

Aligning Language Models with Selective Prediction We refer the reader to Sec

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 32794888-b62e-4905-8be0-5ae10da7a64e · outbound

This paper cites We useM= 10bins.

Aligning Language Models with Selective Prediction We useM= 10bins

Reference 78

Resolution: unresolved; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Observation 2e75d477-13dc-4219-bd3a-adfcbd97c40f · outbound

This paper cites D. Nitrofurantoin.

Aligning Language Models with Selective Prediction D. Nitrofurantoin

Reference 79

Resolution: malformed identifier; no resolver link, observed 2026-07-12T01:51:25.883463Z

Source-reported events for the cited work

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Reference resolution

Outbound references

Pith citing papers