When to Speak, When to Abstain: Contrastive Decoding with Abstention | Paper Citation Record

Observation e1fc50ca-22b0-458e-8b29-8bb2a51836f0 · outbound

This paper cites online" 'onlinestring :=.

When to Speak, When to Abstain: Contrastive Decoding with Abstention online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.068543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a52575db-d987-46b6-a22a-c094cd934279 · outbound

This paper cites write newline.

When to Speak, When to Abstain: Contrastive Decoding with Abstention write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.078535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f324ba-1824-4574-817a-653d497a185e · outbound

This paper cites Rajendra Acharya, Vladimir Makarenkov, and Saeid Nahavandi.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Rajendra Acharya, Vladimir Makarenkov, and Saeid Nahavandi

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.089794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 212721e2-55be-47cd-afaf-abe1a6afac14 · outbound

This paper cites GPT-4 Technical Report.

When to Speak, When to Abstain: Contrastive Decoding with Abstention GPT-4 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.096284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a416bb-411f-4bcc-9f1c-792b124818a8 · outbound

This paper cites Distinguishing the Knowable from the Unknowable with Language Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Distinguishing the Knowable from the Unknowable with Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.103159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74964b36-543c-4ad0-9371-f556a875990f · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.108774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44706b1a-d635-48d1-9675-126bbf2c1490 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.952066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3d28b0e0-e09d-48dd-9a5d-18afb05f3236 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.932932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c98d4b3-119a-423f-ad3c-82efcf400576 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.129380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa990249-c4e8-440d-8f52-5a1f7f32fe0f · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.138183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f50755f-5a08-4858-937b-ced525064cd3 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.910302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 71da1105-2f76-4aa4-b0e3-334cb7330eaa · outbound

This paper cites Crawling the Internal Knowledge-Base of Language Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Crawling the Internal Knowledge-Base of Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.153176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cd5ec8-107b-4547-986c-a44fab8e9d38 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.160188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00996a4f-a7b4-4ad8-bbb9-d9aead4a8d2c · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.165388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f818ae7-c9e1-4e03-a07a-071d90435f2e · outbound

This paper cites The Llama 3 Herd of Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.170506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d055b80-8beb-4254-9081-1d0e9b7d05e8 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.865236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eef06c75-eca8-4bc6-9ddd-daca3de54853 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.847588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d98979ad-26eb-4105-b881-3d0b3d12fb07 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.188629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee4dceb-6843-44ad-bfb1-0e50672a92eb · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.195140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70267f54-c63b-43ac-a68d-33431c1daf75 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.203782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8f3abb-183d-4721-a8ed-30a1d12775b4 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.818959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d6e40db1-9344-4ded-8cc2-ded28304fbe2 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.219766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc64e7e-d2df-404f-aa8c-7244b0429bfe · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.229455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d92f01-6df8-4389-b6b9-297feb4ad91e · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.236189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf0809d-0521-4a33-89dc-493406dee455 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.243615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea3258b4-be47-4483-9fe6-7dc2431a59cd · outbound

This paper cites Mistral 7B.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Mistral 7B

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.248936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0216ac2-3282-43c3-8f00-d1d5c4bf4784 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.255836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f94cbdd3-ccf6-4fcd-adb7-486949e9bed9 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.263837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf77cdd-320c-4550-b75a-66fb8981ce76 · outbound

This paper cites Language Models (Mostly) Know What They Know.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Language Models (Mostly) Know What They Know

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.269228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c25d5de3-6456-41b3-b6e2-ad133861ea82 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.274369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e1b841-4362-4804-9bf4-89b85bc79096 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.279571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c11891-3293-41da-969f-c3af1dc8015b · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.284449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789a92e5-cae3-4896-a901-972e4325ea91 · outbound

This paper cites Smith, Yejin Choi, and Kentaro Inui.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Smith, Yejin Choi, and Kentaro Inui

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.289004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f54dce0-b9d6-4072-9a05-ed77cb87a8d2 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.748392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b09b0cc6-297b-473f-840c-3bdff3045b7b · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.299838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a718a51-5deb-4fd1-b246-c2faeae305f7 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.721818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64fc5836-dfac-400a-afe4-84bf9cf5cfbe · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.313362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68fae19a-bbb4-4873-8cfe-5a64b4bbce81 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.318512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ef6699-fdc1-4350-84e3-b14657845275 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.684191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 83f2fed3-4ae4-4d49-9c49-360a1bc9946b · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.330322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07eb305b-1a6d-4c99-9fa4-ddb70b0b2638 · outbound

This paper cites Smith, and Yejin Choi.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Smith, and Yejin Choi

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.335190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 883907f6-8d68-432a-9340-e2f30ffdc032 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.345333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e661174b-206c-494c-a879-27ce6aa350a9 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.356112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2234ed78-18e3-489e-932d-173c094c3a07 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.361201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d358d710-aca4-447a-928a-3be319c311eb · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.365699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb87a5e0-9519-41c7-9121-ae85d13f44bb · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.370327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a67effa-1843-4581-a6b2-5d35c88f07fc · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.374909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de2abff-c358-47ce-9eb6-33423253b409 · outbound

This paper cites Contrastive Decoding Improves Reasoning in Large Language Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Contrastive Decoding Improves Reasoning in Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.380719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a840b1c1-6a22-4d0b-8352-cb75ee382d4f · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.385675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6059c89-8d38-4456-9d88-745e2a6e62de · outbound

This paper cites Entropy-Based Decoding for Retrieval-Augmented Large Language Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Entropy-Based Decoding for Retrieval-Augmented Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.392128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db01cf39-983c-444f-b720-38a5f6072b23 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.400343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba1fc6c-7c94-419a-ba38-5b9d1accbe8f · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.412455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346ea29f-a0a0-4cad-a38d-85fda9bc1c26 · outbound

This paper cites Smith, and Yejin Choi.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Smith, and Yejin Choi

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.420996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1968598a-9114-4f21-b207-da0389c61bdb · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.591037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9964e4ae-3c64-4537-a65a-1c31172c2f78 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.564588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3bc8b3f-6fcf-4d3b-a5dd-edb35b98e7e7 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.448452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee1d158-0f01-49cf-9b49-be3b1f44e825 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.454825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfecab65-76b4-4bd1-afab-d6443cacc2b0 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.463098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fead9da8-d2a5-4c68-a768-a993119f8ad5 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.533724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e39ccee6-1cb4-4ab2-a087-164c51aeeae4 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.476028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d774b0d-ce22-4b41-8bad-ebe81e3d2198 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Gemini: A Family of Highly Capable Multimodal Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.482624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33098b68-f8cc-4117-99a3-031fd284f58d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.487736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee8a0f99-51f2-4ba7-bfde-2060a34a2ee9 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.495160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d41bde-8d86-44f9-93db-af310a59e5a3 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.491123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f9adffdc-68c6-4480-b4b0-1526b3a9236f · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.512042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc1fc0b-5c61-471f-a730-9010db10c6ce · outbound

This paper cites Know Your Limits: A Survey of Abstention in Large Language Models.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Know Your Limits: A Survey of Abstention in Large Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.517211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51970308-4836-4d7b-9c14-3824eb1c558d · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.445330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7fbaef02-a4c7-4a63-896a-9f8a05e55be6 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:08.406652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f0bbed14-0e72-4773-8848-c0b724357937 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.535465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52268881-85e8-4ace-ac40-cec747ab90eb · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.541116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8216c4f0-fb64-4ebe-9140-b0efa76f8ba9 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.547858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3b38db-a726-4b8d-ac33-6c1789fb525b · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.552576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12f80f1-ba5b-4425-96c6-47c9c922bd56 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 73

Resolution: verified exact; doi, observed 2026-08-11T14:05:06.762234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f62b4af2-5aaf-4285-aefd-570ea339d232 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.565582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd23f2d-66b4-4a1a-8de2-9e84a5a3a18d · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.572794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed63c3d6-8e7f-4a48-8af1-0c698ed87a77 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.578700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbab5d7-36bd-4eb5-810d-1b7d9be743f3 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.586191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 661b493e-a126-4bf7-8abb-777b2ee8dc93 · outbound

This paper cites an unresolved cited work.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.594586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers