Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T12:23:48.266359Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2607.26611.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T12:23:48.266359Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a52c1a18-6329-49dc-b723-24c12772d8e9 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP) , pages=
Reference 1
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Observation 673beac5-9890-4ef3-97a7-34afbe5ba648 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 2
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Observation b185225e-66e9-4689-924d-a0edcf502145 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Advances in Neural Information Processing Systems , volume=
Reference 3
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Observation 255a4db7-cdfa-4d6d-965b-d559f6fe733c · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Findings of the Association for Computational Linguistics: NAACL 2025 , pages=
Reference 4
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Observation 14e9c32a-f757-477e-9e62-ba867777223d · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 5
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Observation 224c687d-7c1c-48bf-a369-23e49d11fe12 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants and Liu, Alisa and Wu, Zhaofeng and Smith, Noah A
Reference 6
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Observation 8e6cbb8a-6894-4908-bfb6-f5737619eee5 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 7
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Observation a395f313-f6dd-406b-9eea-a23eb81a20b7 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 8
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Observation 06f64416-f2a0-400a-84fb-aa39f18b32b7 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 9
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Observation 05c4ce6d-0d3d-4352-b0b1-85dc49540be1 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling , year=
Reference 10
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Observation 3ebf6942-a82e-4f2f-9a64-ce0a6091e37b · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents
Reference 11
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Observation 39e84334-3504-4488-b94a-fba261d003e3 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 12
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Observation 5a2fcecf-cbdc-4823-a39d-828a311b7930 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Evaluating Large Language Models Trained on Code
Reference 13
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Observation a88c3a83-b117-4cfb-9071-dda29074c422 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Program Synthesis with Large Language Models
Reference 14
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Observation bddcad86-10c9-4537-8e11-e563805df519 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Advances in neural information processing systems , volume=
Reference 15
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Observation 770cf65c-1e58-45c9-b4e3-a7dfc05b0e66 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants ACM Transactions on Software Engineering and Methodology , volume=
Reference 16
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Observation 71a4bb31-44db-405e-812f-4dedfa1c8f32 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Assessing the Impact of Requirement Ambiguity on LLM-based Function-Level Code Generation
Reference 17
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Observation 2dd55e11-b77b-4573-977d-b7d5040ee255 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants ClarifyCodeBench: Evaluating LLMs on Clarifying Ambiguous Requirements for Code Generation
Reference 18
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Observation e3af125d-c737-4b47-8e1b-106eddcd61d4 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants International Conference on Learning Representations , volume=
Reference 19
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Observation 3c5cf885-5982-4304-af72-a9669f2b93d4 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=
Reference 20
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Observation b97050e0-9ffa-4df5-be6f-ef373f210f09 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants International Conference on Learning Representations , volume=
Reference 21
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Observation c7f9109b-09b8-405b-9366-f74cee31b0ff · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 22
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Observation faba4a92-1f1d-43be-8808-b4785c59f483 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants American Journal of Computational Linguistics , volume=
Reference 23
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Observation c6b07677-e35e-48ea-9995-0a3c55d29784 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants ACM computing surveys (CSUR) , volume=
Reference 24
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Observation 67047c00-4882-48f5-a266-5b348ccee0b3 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 5th SIGdial Workshop on Discourse and Dialogue at HLT-NAACL 2004 , pages=
Reference 25
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Observation 66d2958f-6323-4e2d-819e-dce83feeff9d · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2023 conference on empirical methods in natural language processing , pages=
Reference 26
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Observation d6782024-c42b-4a2b-a654-d49a71e740a4 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants 3rd Conference on Automated Knowledge Base Construction , year=
Reference 27
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Observation 67235b78-36fe-4c62-9e45-c12f685f8922 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants European conference on information retrieval , pages=
Reference 28
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Observation 62c75594-d37e-44a4-85d6-bc930ce797ee · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions
Reference 29
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Observation b84fd68a-a216-4191-b5ca-fad8caca88db · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants
Reference 30
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Observation 72ce1746-2945-44a8-b9a5-a155871928c7 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models
Reference 31
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Observation 82f0393e-2f2c-4018-8510-dde855aeff84 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 32
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Observation c2ba8af6-9dd4-4495-aaec-ce848354140a · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 33
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Observation f4d000dd-5f7b-4e5a-b269-7370f74139ce · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 34
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Observation 49fd81c2-5b39-4dc4-ad4f-efb56f5d367d · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 35
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Observation 3154c9c3-b160-4981-be73-02533aceb35b · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 36
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Observation e27a2a46-f564-4a15-ad08-ef9044ae84d5 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 37
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Observation 2fb1671f-be5a-4b4c-b2bb-34a13ca6af0e · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 42nd international acm sigir conference on research and development in information retrieval , pages=
Reference 38
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Observation 6b549178-9d44-4143-b61c-de2e2c4d04c5 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 39
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Observation e51d9720-9653-4cec-90b8-e62a3c074ccc · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=
Reference 40
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Observation fab2d42a-85be-491d-befd-e35d22e25571 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=
Reference 41
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Observation 5364ec2d-347e-4c98-a3e8-be846cff14bf · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 42
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Observation 1404cfc8-b68f-495a-8e2a-a5ba4f3a9c66 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants International Conference on Learning Representations , volume=
Reference 43
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Observation 906cd187-f558-4064-b3a8-58066240de33 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization
Reference 44
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Observation 8488774a-ec3f-4edf-ba21-1d8bab2a7b42 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Latent Personal Memory: Represent personal memory as dynamic soft prompts
Reference 45
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Observation d0e1a8de-3d27-4637-9bc0-838afc7ddc24 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Findings of the Association for Computational Linguistics: ACL 2026 , pages=
Reference 46
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Observation 62a6de2f-97da-4991-84b2-657efc384679 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants PersonaTree: Structured Lifecycle Memory for Person Understanding in LLM Agents
Reference 47
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Observation e355be48-ab2a-4b58-ae4e-95edef5c5ae4 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Memory in the Age of AI Agents
Reference 48
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Observation 53e03273-2652-4422-b497-510cdb3c9e12 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 49
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Observation 09917ef3-e024-4ddc-81b2-e5e451b1d6b2 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Advances in Neural Information Processing Systems , volume=
Reference 50
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Observation d2dc6031-b084-4091-bf4d-4c33651b5db9 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-horizon Agents
Reference 51
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Observation 30f170ba-3d14-41ef-a3e1-7248f4a68c75 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory
Reference 52
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Observation ee3fe230-6142-40c6-be6c-06c09f467a8a · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations
Reference 53
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Observation 64dd2e59-95a1-412f-8b1c-f914f1366a7a · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants APeB: Benchmarking Personalization Ability of Large Language Model Agents
Reference 54
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Observation 1fda7b69-d0df-41f4-bd5c-70132dfdb982 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Latent Preference Modeling for Cross-Session Personalized Tool Calling
Reference 55
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Observation 13bd2884-67c9-4f27-80bc-ec6d928c5acf · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 56
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Observation 33fc0248-12db-41a2-b78d-c8dfa7a6c715 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 57
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Observation 752d4359-31ce-497e-a7de-4f35f9318e56 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 58
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Observation 39758ab3-505a-4af5-85f9-3beb3e49dd65 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 59
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Observation ed7efb78-2fcd-4fe1-8e6f-a0683f35ae8c · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants 2026 , eprint=
Reference 60
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Observation 46a5dad8-0293-40d9-9f93-85f997818393 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 61
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Observation b033e1ed-6d3f-4c59-9714-ced46477d62a · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants 2026 , eprint=
Reference 62
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Observation c640fb53-d742-49f3-9b8c-20763c7b1272 · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants 2025 , eprint=
Reference 63
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Observation 31ba1e55-f2a2-4d23-8de3-949a9e6499ae · outbound
Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants Unresolved cited work
Reference 64
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No inbound Pith citation observations are available.