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Paper Citation Record · LEDGER

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO

As of 9 August 2026, this Paper Citation Record lists 100 of 141 outbound references and 0 inbound Pith citation observations for arXiv:2608.04698.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.04698 v1

Coverage vector

measured 100 of 141 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:44:51.145451Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 141 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved87
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd5db081-d4c7-4e15-ab46-0c1bbfeec0d6 · outbound

This paper cites ICLR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICLR , year=

Reference 1

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source=arxiv_source observed=2026-08-06T18:44:43.776919Z digest=sha256:3d8bb0e68b9f76fb3dfe81e79be511433d545f779831c4365da2236a37e20907

Observation 503ee4fa-5f0e-4ab5-9f7c-654454a0ecc2 · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 2

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source=arxiv_source observed=2026-08-06T18:44:43.832805Z digest=sha256:f35a8c17025db57679b3f567ff109030947142e665eb62b6d1390cefbf5cdadb

Observation 09d40055-8e6a-4215-853b-ac86d79ed33c · outbound

This paper cites NAACL , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO NAACL , year=

Reference 3

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source=arxiv_source observed=2026-08-06T18:44:43.917627Z digest=sha256:f34d0700a6480eec5d4e30c897e65e1439b96c9e7cc2d886c66199bc83b8aa74

Observation 149ca40a-b385-48d3-96f7-c7e966f614ae · outbound

This paper cites ICCV (ICCV) , month =.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV (ICCV) , month =

Reference 4

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source=arxiv_source observed=2026-08-06T18:44:44.006687Z digest=sha256:5479fe8204536baab427c5d3c0331afc1c85b95844cc012b786386593cf5f45b

Observation 009eb10d-1a0a-4b01-a6aa-5042e03a3a11 · outbound

This paper cites Inst-Inpaint: Instructing to Remove Objects with Diffusion Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Inst-Inpaint: Instructing to Remove Objects with Diffusion Models

Reference 5

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source=arxiv_source observed=2026-08-06T18:44:44.085088Z digest=sha256:130ec26f485a2dc3e4493ebcac2184d2180fd31fabd3b1306b0e28977adaf526

Observation 50f2debd-007c-467e-89b1-64282071a6b1 · outbound

This paper cites IEEE TPAMI , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO IEEE TPAMI , year=

Reference 6

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source=arxiv_source observed=2026-08-06T18:44:44.144932Z digest=sha256:e0f15bf2029f8d5657558a3495419dc6bc35c24581b6a1931620192b512bd14e

Observation 21f7ee23-dc24-4482-be11-08bfc433c3c6 · outbound

This paper cites ACM MM , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ACM MM , year=

Reference 7

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source=arxiv_source observed=2026-08-06T18:44:44.240772Z digest=sha256:62b6cda6ef359252cddcd835bbf98c73b6b967ff241d8dba471022e9f17badb4

Observation e6723701-e9ba-4413-ab8f-6442978f99a9 · outbound

This paper cites Qwen2.5-VL Technical Report.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Qwen2.5-VL Technical Report

Reference 8

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source=arxiv_source observed=2026-08-06T18:44:44.355328Z digest=sha256:dd3ea0bdc521def42ffa2b29f89b7d7ea9aa75f1d9cb75972dfe1f4b69039430

Observation 0b11ab5d-bd63-48c4-9a55-eecf094fdfc4 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 9

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source=arxiv_source observed=2026-08-06T18:44:44.475386Z digest=sha256:d7a82abda30493f0a680d978f18a395d31681ae5d8e06383089ea27d8236ce01

Observation 35080f24-85fe-4eff-afae-65009c6df01f · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 10

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source=arxiv_source observed=2026-08-06T18:44:44.590552Z digest=sha256:4a22a0b1a5a0688b7b601ad1ae40008c63eba2247b7fb281a689dc04c9fb79f7

Observation a83551d3-8609-4f83-86e5-255cece5a2f6 · outbound

This paper cites IEEE TPAMI , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO IEEE TPAMI , year=

Reference 11

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source=arxiv_source observed=2026-08-06T18:44:44.680796Z digest=sha256:c38788a39f30b34fba699f8feafb38036b17880a1c2543d410c233ce326e2024

Observation e617ed90-3a25-4326-b3dc-b21b212162af · outbound

This paper cites Mixtral of Experts.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Mixtral of Experts

Reference 12

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source=arxiv_source observed=2026-08-06T18:44:44.787021Z digest=sha256:2deba88b03fdfddf3171a0b3541b3776be56ded2442e651b6cc204427b4f3715

Observation 66869f23-bfdd-4a84-9b8a-6844197ba009 · outbound

This paper cites A Survey on Multimodal Large Language Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO A Survey on Multimodal Large Language Models

Reference 13

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source=arxiv_source observed=2026-08-06T18:44:44.875423Z digest=sha256:6f5be0f19ea098c3c6aad3a0e8146dfa037da322d3bd9cc0feef4fa883fb307d

Observation 9ed0e21b-fde2-4078-adc7-0f79b8a853f8 · outbound

This paper cites Language Models are Few-Shot Learners.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Language Models are Few-Shot Learners

Reference 14

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Observation 8b8ccea0-d831-4d5e-a63d-3d5b807e7cea · outbound

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

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 15

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source=arxiv_source observed=2026-08-06T18:44:45.066133Z digest=sha256:b4c53400e2110064c3b76637c8c3743dd0554b832b90ac1df126ba4bdbc4f432

Observation 3fd8021e-4afd-4b44-89b7-8baeb11f729c · outbound

This paper cites Hidden in plain sight: VLMs overlook their visual representations.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Hidden in plain sight: VLMs overlook their visual representations

Reference 16

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source=arxiv_source observed=2026-08-06T18:44:45.178051Z digest=sha256:ed14dcaed3c79a0738f8386cd03685af31589e58669a99261e9ec83f8672930b

Observation d251bb2b-5cd2-4fba-bbbd-4f540a8a7786 · outbound

This paper cites Proceedings of naacL-HLT , volume=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Proceedings of naacL-HLT , volume=

Reference 17

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source=arxiv_source observed=2026-08-06T18:44:45.237544Z digest=sha256:09994d9ce3f41838761f2decabdc89a9e2d3a7e797fa0c9784e7875127a101ab

Observation f69ec5ef-a412-4c5d-8ad1-7a5ee6a71d67 · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 18

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source=arxiv_source observed=2026-08-06T18:44:45.348378Z digest=sha256:833164f95697e02ac61708ecf0520b9f8c6974516fa16833189f03c108f0e395

Observation 5ca9850d-f55c-401a-985c-913eaf82e1af · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 19

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source=arxiv_source observed=2026-08-06T18:44:45.458863Z digest=sha256:9af9c9b078dc839f6936cbffa4c76ea3a0520dece71a199a79c44e1a897d325c

Observation 577a0dee-2ba4-4ba8-b0ae-991bf551e466 · outbound

This paper cites Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Reference 20

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source=arxiv_source observed=2026-08-06T18:44:45.544126Z digest=sha256:f5dd6c0e379992becd7bb2af78b4b51f0e5aeb602bba47d49e3676e2bfc27eab

Observation fbe8910d-6184-4abc-8a8a-6cc8295052b2 · outbound

This paper cites The Llama 3 Herd of Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO The Llama 3 Herd of Models

Reference 21

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source=arxiv_source observed=2026-08-06T18:44:45.604000Z digest=sha256:72725b3780fcf15ac61c56fe90ae6aedc0daf2206c0cd4cd70d067476d28c79f

Observation 49ab249b-9188-4a1b-8c01-1ffd49ddd646 · outbound

This paper cites GREC: Generalized Referring Expression Comprehension.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO GREC: Generalized Referring Expression Comprehension

Reference 22

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source=arxiv_source observed=2026-08-06T18:44:45.659342Z digest=sha256:e583f75ed95b2b57214864607d0db887386bbeb3a07187e40b970cd41868c525

Observation 759a9695-19f8-495c-90c0-4589e5d3287d · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 23

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source=arxiv_source observed=2026-08-06T18:44:45.746884Z digest=sha256:e7e20c907010149d251c03589fe3a7b813c16acf689d07075254e070c345b8fb

Observation d1b53569-689b-479a-b702-ca7bfddfcfec · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 24

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source=arxiv_source observed=2026-08-06T18:44:45.829553Z digest=sha256:3e8b455d984fe9dce4ee8de696fd2fb9e01b59c91bd218dd0ad94fd9cad2e65b

Observation b80737ad-2b3d-4882-b8af-ea0114666a2b · outbound

This paper cites ECCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ECCV , year=

Reference 25

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source=arxiv_source observed=2026-08-06T18:44:45.878072Z digest=sha256:8a2f2c5bc87cf832019f27772fe7391b19e6d36b90a90f5f52ddf98c381d4263

Observation b7a35f8d-41de-4d79-ba8b-90e810589eb6 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO The Twelfth International Conference on Learning Representations , year=

Reference 26

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Observation d96fa673-f942-4832-bf41-37a2ce64232d · outbound

This paper cites A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

Reference 27

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Observation 30388cc1-7a21-492b-998c-48f610990999 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 28

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source=arxiv_source observed=2026-08-06T18:44:46.081017Z digest=sha256:4e0c33a8a907c34f70a021cc2fdb299b4833e2a015802a39f750d24f08f091d2

Observation dbd50c41-2e48-4073-b2c5-9a871f40d88f · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO DINOv2: Learning Robust Visual Features without Supervision

Reference 29

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Observation 6befd297-3617-4228-ad86-00fcccd4709e · outbound

This paper cites International conference on machine learning , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO International conference on machine learning , pages=

Reference 30

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Observation 5aa2aea9-8e4c-4430-bfd1-916b284a0fdc · outbound

This paper cites GroundingGPT:Language Enhanced Multi-modal Grounding Model.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO GroundingGPT:Language Enhanced Multi-modal Grounding Model

Reference 31

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Observation 02261088-172b-430b-bb3d-1085ad446991 · outbound

This paper cites Revisiting the Role of Language Priors in Vision-Language Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Revisiting the Role of Language Priors in Vision-Language Models

Reference 32

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Observation 58c64562-2253-45df-acfc-7284a18bc33b · outbound

This paper cites an unresolved cited work.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Unresolved cited work

Reference 33

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Observation aa5a5238-fd1f-413c-a830-951424b64e50 · outbound

This paper cites Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model

Reference 34

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local_arxiv, observed 2026-08-06T18:44:54.593433Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:46.348688Z digest=sha256:f86ed7bd6fb77402948f057115f14367470081e6f07a1c72e4f6ab0c97c859e4

Observation 11a45212-ef4e-4ee4-9401-107e550337db · outbound

This paper cites CVPR , year =.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year =

Reference 35

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Observation 9107e572-c598-4aae-b873-ba14cf4acb9e · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 36

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Observation 22a22f70-76e7-4eb1-b2f6-5bf4effbb014 · outbound

This paper cites Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning

Reference 37

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source=arxiv_source observed=2026-08-06T18:44:46.561679Z digest=sha256:78bd474c53bd037afef81a9bf4ef6039133cabd1a90f45479f2541083eb42598

Observation 56a10d9b-6330-4acf-8fba-5fef4d0bf748 · outbound

This paper cites Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Reference 38

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source=arxiv_source observed=2026-08-06T18:44:46.627695Z digest=sha256:9cce07eec65405cac043fe36b399052250a8d2069c2a425fd3db9c50050586cd

Observation e170de77-a3b3-40fd-9d27-d1b6fc9abb87 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 39

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source=arxiv_source observed=2026-08-06T18:44:46.689278Z digest=sha256:979d61f552c22f4bfd68367c8a234c65f78d0d5ae19a2f78683aace96ce9c752

Observation 2a9e17f8-2acc-4459-b590-a6d596239931 · outbound

This paper cites International Conference on Machine Learning , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO International Conference on Machine Learning , pages=

Reference 40

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source=arxiv_source observed=2026-08-06T18:44:46.752322Z digest=sha256:f98ff2f828aa7ec3376b3254bc09a6b29aa17c03f147a4d82d6586f467a291b0

Observation 22e2c611-0fcf-47b9-b234-a329f8eea469 · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 41

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source=arxiv_source observed=2026-08-06T18:44:46.810165Z digest=sha256:6c65cc4b99c63bfcfa73dfeb833c9d5086801a9d299368370f678f9014fb5110

Observation 72fb575d-7b2d-487b-af40-b97c4e6e041c · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 42

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source=arxiv_source observed=2026-08-06T18:44:46.896673Z digest=sha256:a0435dfaa5159c78de2b0dc9c08233320919f36598665780f3a08c8005885b26

Observation 71e1123b-06e5-45b1-9334-d3da37e70e32 · outbound

This paper cites and Chandraker, Manmohan and Schulter, Samuel , title =.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO and Chandraker, Manmohan and Schulter, Samuel , title =

Reference 43

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source=arxiv_source observed=2026-08-06T18:44:46.956688Z digest=sha256:a8e647d3b2686513ed8a43219c50f8f9030ee6840356593b7b71fc66ca9136a1

Observation f8a1eb28-9ad9-474d-96f8-15a1e9499af5 · outbound

This paper cites International Conference on Learning Representations , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO International Conference on Learning Representations , year=

Reference 44

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no resolver link, observed 2026-08-06T18:44:47.001415Z

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source=arxiv_source observed=2026-08-06T18:44:47.001415Z digest=sha256:f4f875c8ed524aa846431e5e79ba1abc2a7f961b700583a84f810a48dc456d03

Observation 3a21036b-84a9-4122-9596-6a5c4c555ada · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 45

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source=arxiv_source observed=2026-08-06T18:44:47.077410Z digest=sha256:b3ea87c8ef2b643a464a600126e484b87dd7ba34b04ac6db3a74654cf1cbb34c

Observation 390fd36b-333c-43f5-af84-3a511f439b15 · outbound

This paper cites NeurIPS , volume=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO NeurIPS , volume=

Reference 46

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source=arxiv_source observed=2026-08-06T18:44:47.180088Z digest=sha256:9b1543735390fff8bc13cb4f4ea0b8738a684ed67f0fdeb1c92493895c8d137c

Observation c116997f-f977-487b-a53a-cfb3f9b62ecc · outbound

This paper cites NeurIPS , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO NeurIPS , year=

Reference 47

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no resolver link, observed 2026-08-06T18:44:47.325742Z

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source=arxiv_source observed=2026-08-06T18:44:47.325742Z digest=sha256:be38287ce5552c2c5ebba38c5065af25b55682bf85ce25a3345f3d13b2d97c8f

Observation 0f013399-f845-4fad-acc4-3405463bf454 · outbound

This paper cites Advances in.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Advances in

Reference 48

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source=arxiv_source observed=2026-08-06T18:44:47.436965Z digest=sha256:d751a435861a18f5db426c4d5b147a106a9655527c5fdcebcf0be62c42c5ee8e

Observation 341b57ae-82ad-441c-abe4-20a13c9ce6af · outbound

This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Reference 49

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source=arxiv_source observed=2026-08-06T18:44:47.510999Z digest=sha256:32f8f311529950e4134b6893a26cbcea01ed37c02429786282c973f7ee0cd302

Observation 1233fd93-ae75-4fc9-9bb9-5d1b7d1438a3 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 50

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no resolver link, observed 2026-08-06T18:44:47.609284Z

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source=arxiv_source observed=2026-08-06T18:44:47.609284Z digest=sha256:d878b0c288705aa7e29bc0ddc8f699351e932dc11c105e4bd479d328f79a6bcc

Observation fc77d873-d213-42e9-8062-ec13ffac7f34 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 51

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no resolver link, observed 2026-08-06T18:44:47.673999Z

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source=arxiv_source observed=2026-08-06T18:44:47.673999Z digest=sha256:668d9de7006900c0d308f0df6e7e358f12c904a899c1096674b5eab4e584457e

Observation dc6cf9a3-db27-4300-aae0-85400b827d8f · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 52

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source=arxiv_source observed=2026-08-06T18:44:47.753424Z digest=sha256:1fbf109158df72554a63f43d85c6147f2c79f04da705ee6504063c78e70b815e

Observation 5ed81c41-fddc-4337-84c6-d3782d1b1ab1 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 53

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source=arxiv_source observed=2026-08-06T18:44:47.857264Z digest=sha256:47cb0f10adc4ad1ed580b539555551fab9c376fbda3181e1ff455aeb624ca6d3

Observation 57008269-eafd-4d95-80e6-2f7f0f33a11c · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 54

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no resolver link, observed 2026-08-06T18:44:47.967003Z

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source=arxiv_source observed=2026-08-06T18:44:47.967003Z digest=sha256:bff921bddf6abe91f6edd02a25047f127275c77d3268d18d601c3396a1e7849b

Observation 2cce90a3-ae1f-43f9-bcb9-e20de036cc6f · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 55

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no resolver link, observed 2026-08-06T18:44:48.024500Z

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source=arxiv_source observed=2026-08-06T18:44:48.024500Z digest=sha256:ac77b1fda30381b225391f0bf8f9d4250955fb4929814315f22566d307027ee0

Observation 8f42c4de-1a08-49e3-ba30-53edcb7deebc · outbound

This paper cites an unresolved cited work.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Unresolved cited work

Reference 56

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source=arxiv_source observed=2026-08-06T18:44:48.102086Z digest=sha256:516cc688c73f3ec8211c81fea5d694b518ac729d058de6c6dea36b3de3d1b981

Observation 17a14a97-d191-46c4-970a-a85dd83cfd40 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 57

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no resolver link, observed 2026-08-06T18:44:48.191897Z

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source=arxiv_source observed=2026-08-06T18:44:48.191897Z digest=sha256:e4db6878c46a00cebe384416e1365e97d1699e74f7a3bb717983f4e02a40381a

Observation e49739e2-9bf9-4c38-9dfa-522d17130b24 · outbound

This paper cites European Conference on Computer Vision , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO European Conference on Computer Vision , year=

Reference 58

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no resolver link, observed 2026-08-06T18:44:48.281224Z

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source=arxiv_source observed=2026-08-06T18:44:48.281224Z digest=sha256:b9749303f953c9e1a88f9a315d16eb767757564d6f11da42459d3d5491ea5f8f

Observation 9345eec5-77b6-40c3-805d-174e0b74d080 · outbound

This paper cites NeurIPS , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO NeurIPS , year=

Reference 59

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source=arxiv_source observed=2026-08-06T18:44:48.341460Z digest=sha256:4c31bc842d441fdd9204d96ecd23b1f7c3034f20d371d97c0bbb7a6907fa0f9f

Observation fee71818-a894-4b94-9059-477865221ee2 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 60

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source=arxiv_source observed=2026-08-06T18:44:48.410532Z digest=sha256:9c92d88db261758d30ed979eec5641d9e4703760ed4f0b7ab85e237f0e33f899

Observation 355d2418-33a3-4b2d-ad31-bea08ca93811 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 61

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source=arxiv_source observed=2026-08-06T18:44:48.457217Z digest=sha256:a895ca1470d9b510c7af758004f45bcd124ffa6a403f325c46cea04245a0c783

Observation 6128199a-7b71-4f40-9a6d-bb20744503d3 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 62

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source=arxiv_source observed=2026-08-06T18:44:48.506016Z digest=sha256:8776ff6d949a5177fbe177fec37e301e8d8de21a430d896efd856703947fec49

Observation d1fdb657-769b-4452-8daa-e53a7449c566 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 63

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no resolver link, observed 2026-08-06T18:44:48.587348Z

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source=arxiv_source observed=2026-08-06T18:44:48.587348Z digest=sha256:a4d2efc3da2a9d7d0eee66f10f86db25bc52cf9b1d2b3cc86dc576af35357c01

Observation 42fe47b7-bcbd-4b73-a990-6f618f2a6268 · outbound

This paper cites SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion

Reference 64

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metadata mismatch
local_arxiv, observed 2026-08-06T18:44:54.406256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:48.644459Z digest=sha256:b88d35870b68b80767b50dd13c42ead0288df3c5f8af648645e7ede644677b35

Observation e918a8a0-21cf-441d-8386-de3a66a47df1 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 65

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source=arxiv_source observed=2026-08-06T18:44:48.696356Z digest=sha256:3f17fb87d34c20070df1261dbcff8aaf24ab33309c98b926aba81b25d908b42b

Observation 5b2f7107-8877-4c7c-b09d-2760bd61535f · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO IEEE Transactions on Neural Networks and Learning Systems , year=

Reference 66

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source=arxiv_source observed=2026-08-06T18:44:48.796958Z digest=sha256:eaeebba5df96452293774c9da375fdedbbb5c72983c005e3ef8f441ec9abe538

Observation 2f995822-2792-484e-b229-b66b2b7ee5eb · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 67

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source=arxiv_source observed=2026-08-06T18:44:48.846808Z digest=sha256:94b720c398c8e22addadad6c989f3384234dab752332f218a416771094d6ccb7

Observation 789b7f8f-5474-49a1-8040-adf2a8da5515 · outbound

This paper cites Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part XIV 16 , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part XIV 16 , year=

Reference 68

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source=arxiv_source observed=2026-08-06T18:44:48.895313Z digest=sha256:9dc21cd4f2c39f84f5e7122a71a6fac700698337ba31329fd548a5f35ad599d6

Observation 2b9d8351-f6cb-4bfa-ad46-06b51cc636c5 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 69

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source=arxiv_source observed=2026-08-06T18:44:48.943769Z digest=sha256:459a86921a372a100a5c4638bbdfb456aebd63356e6036d2e1f23c347f9e23ae

Observation b146e972-ad88-406a-a57e-cccd7a5ee417 · outbound

This paper cites ICCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , year=

Reference 70

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source=arxiv_source observed=2026-08-06T18:44:48.996309Z digest=sha256:80d855e657777ae6e62bbb6e5bfb23dc25568f7be5e99ba407c3e6add228d1a3

Observation 50ee5c47-91b4-41f4-ab3d-6ad82306287b · outbound

This paper cites ECCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ECCV , year=

Reference 71

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source=arxiv_source observed=2026-08-06T18:44:49.090544Z digest=sha256:31087888f7b1f48597b26d03d7aa66ad8777acdae533c338367ab0e079265849

Observation b2752f06-ebf6-40cb-8c55-65e248847da6 · outbound

This paper cites ECCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ECCV , year=

Reference 72

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no resolver link, observed 2026-08-06T18:44:49.173759Z

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source=arxiv_source observed=2026-08-06T18:44:49.173759Z digest=sha256:fa06eeb14e6994c2b9e859865a26be64bda02f6b18d1c2c1467bae12df592700

Observation f6ab0fe7-66ff-4fd8-9345-1bcc9e81cfc6 · outbound

This paper cites ECCV , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ECCV , year=

Reference 73

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source=arxiv_source observed=2026-08-06T18:44:49.247327Z digest=sha256:6bb6bd4a9dd9806ce29d1fee9a7a26decc10c386ee6acbd2c38e37a214c07899

Observation b14c2b70-7131-481d-b9b1-128d577edbc8 · outbound

This paper cites an unresolved cited work.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Unresolved cited work

Reference 74

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source=arxiv_source observed=2026-08-06T18:44:49.315659Z digest=sha256:734fbc545496ccb70bd2d419f55b17f8b29995a2dbfae4251d70401bb37ffb59

Observation 5e81a281-f2ee-4a2d-97f7-6d558b88d963 · outbound

This paper cites International Journal of Computer Vision , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO International Journal of Computer Vision , pages=

Reference 75

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source=arxiv_source observed=2026-08-06T18:44:49.386028Z digest=sha256:e7c18d185f012252549f25199ad8f3f4f91f0e8e28b77081ff4bd830141e0c21

Observation f7c6ab9d-4569-4a83-b32e-3937f2593496 · outbound

This paper cites EMNLP , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO EMNLP , year=

Reference 76

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source=arxiv_source observed=2026-08-06T18:44:49.467981Z digest=sha256:9b4deffd49ced325b0135644cce0715ae6a1a285d7b32f0d5126c938432baaf6

Observation cf85860c-9f46-493f-af58-ca5479b998c4 · outbound

This paper cites EMNLP , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO EMNLP , year=

Reference 77

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.551653Z digest=sha256:397a2ff494658a603b9d8f475bc0bed190f5786b1a2e675d787a10494ac002cf

Observation 99e3497f-77f9-444b-aef5-2e9c1ed7165c · outbound

This paper cites AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.623862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.623862Z digest=sha256:5a37e75720e1050e17b2516b49fccc82eb717474eaa8548ef974983f335a3167

Observation 19e2d1e3-e960-4f2f-82ea-572ad79598dc · outbound

This paper cites EMNLP , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO EMNLP , year=

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.693658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.693658Z digest=sha256:5fbb6c904f256a38ce7af1cede2bf66d9ab2b51ce545bebec50ed794fdbef067

Observation e00b0040-17d9-45a0-89e0-59cb02c727ff · outbound

This paper cites Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.763682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.763682Z digest=sha256:4e4e29cccccc616a3fbf978db08916647da83eaed697c5ab111035c03ac65c1a

Observation 13f7ecea-ebf8-4ea3-9ac3-09c5daf3f331 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.823878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.823878Z digest=sha256:05bf618a81cc6d0a0b13c2b6490de2b042da0e3811bbeb4e187c825fbe3974d0

Observation 9e198d33-967d-44f5-bcb1-f9cfadaaffc1 · outbound

This paper cites ACL , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ACL , year=

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.872699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.872699Z digest=sha256:c78e381dedaa89c3aa637202774bbe8980d5fb3cc47e0149ccd59501b40385a9

Observation 5f40a917-37e9-4162-b9fa-4822597ae4c3 · outbound

This paper cites EMNLP , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO EMNLP , year=

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:49.930016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:49.930016Z digest=sha256:6fac3fa565117b74b9cbc0ff67dacb09256cc663b83c0bd387698833d9e84757

Observation 36b77f08-6cda-4292-9708-c13b4cbbfd98 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO The Eleventh International Conference on Learning Representations , year=

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.001211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.001211Z digest=sha256:986f2485974a640ffd72e4bea653872d9dd2ebb6f6b058cb8eee6a88659e598b

Observation 8f633b1a-e597-4cf6-805b-e94b67243bc4 · outbound

This paper cites an unresolved cited work.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:44:58.629653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.071913Z digest=sha256:c8ac537274481cba110f4e96afba42cb01c9459f86e4858c3ed236ed043e333d

Observation 365ecd6a-bb0e-43da-a6b9-009c76d17a76 · outbound

This paper cites CVPR , year =.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year =

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.515557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.151365Z digest=sha256:47887653c504234616440f262888cf9c545bc82626a2965f6f6df1ed22d156b5

Observation b9f418e5-c3db-46d0-ac00-ae85abe3bc51 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Findings of the Association for Computational Linguistics: ACL 2024 , year=

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.382962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.233806Z digest=sha256:c1e56da59e2dcf6f3a2542ab68a955342e998cd653878453eca1eb725576ee49

Observation b21fc536-2a01-4408-a091-ed3c0b428f8d · outbound

This paper cites COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs , url =.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs , url =

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.274276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.319434Z digest=sha256:01890ee12ac76f63d34e49069373491934edf81d4be725f601592a62ae6686e1

Observation c5f835b9-a579-4434-bb92-bb0e2de903a8 · outbound

This paper cites SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.379910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.379910Z digest=sha256:762c95e96ebd14549deb3a59688ea1f16bb359394de34c2fe6e6da7b8d065d57

Observation fbd489d0-440b-4671-9603-495fa2abd265 · outbound

This paper cites ICCV , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO ICCV , pages=

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.193016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.446977Z digest=sha256:1c152c6c572d19deb0970d1275fc407376babe2be0230cdcd83fd8a69f115e31

Observation 64bf5e7b-3120-44db-91dc-794e5ae906d2 · outbound

This paper cites NeurIPS , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO NeurIPS , year=

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.102170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.531558Z digest=sha256:925789c089b3fd7a98db43eeaf24bf06437b36e06b5a690bb5efac0b82587312

Observation 83effe40-e825-4d76-b2c3-5952c5ce6d4a · outbound

This paper cites HallE-Control: Controlling Object Hallucination in Large Multimodal Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.611346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.611346Z digest=sha256:3d2be2acf36272afce528a90c1f4a407c13c862f9204bde18fd59c7cd54590bf

Observation 7204fdd4-32de-4db4-8098-d73607514d8e · outbound

This paper cites Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.683795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.683795Z digest=sha256:f0aaaea99b0b38e0dc29e4f1c877bc2aea190a3c0acfa7368c5c9e6688f83034

Observation 18c1e51c-2577-4298-a202-b5942674f1af · outbound

This paper cites CVPR , pages=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , pages=

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:58.019227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.761848Z digest=sha256:8b83f70bbc1eaa181229f76d9e55d3f937e92e6bd2fe371b12d8be7c51d340f0

Observation 6bc8dabe-e4c7-4ca6-b8e7-7f81ec05285d · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:57.938610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.841703Z digest=sha256:6a6d001c645a301c3d343cf4935d98aa9fac16a1ccf08c1e53f52fc0c5727699

Observation 5b2df7ce-1aee-454d-815e-c7e7c0afaf7a · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.907790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.907790Z digest=sha256:61c349729157a830411921e77cc90170830b4380982c7a47769d8e2e2d7f6917

Observation 6c7094be-e0bb-4990-8d89-d2fc907112a1 · outbound

This paper cites CVPR , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO CVPR , year=

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:57.843348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:50.969544Z digest=sha256:e79efe4b02f5ea0dafd551435a2f5189b353ae0050f62ba2d7fdf928a82aec24

Observation 323a4ecf-4209-4e4b-9f22-6e9e736782f2 · outbound

This paper cites AAAI , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO AAAI , year=

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:57.714993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:51.044300Z digest=sha256:bbee8e5ce2a9c6eed089ccecfe33d3b95a9da09cb098003aec01dd37847818dd

Observation a30e9af7-4118-4336-9b1c-f1198cbbd6fc · outbound

This paper cites AAAI , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO AAAI , year=

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:57.553011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:51.098791Z digest=sha256:cd3e2309d2d58254fa4b385b430e3a932a1a932ae70efec46549c5be67fba684

Observation f9cc50f8-a3ef-4ab9-b861-1713b79c222a · outbound

This paper cites AAAI , year=.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO AAAI , year=

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:44:57.431950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-06T18:44:51.145451Z digest=sha256:a121d59bd4e56bfb0cd1b0d53d9caeee7543e144bbdff559b0ab060ee81f01b5

Pith citing papers

No inbound Pith citation observations are available.