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Recent work on open domain question answering (QA) assumes strong supervision of the supporting evidence and/or assumes a blackbox information retrieval (IR) system to retrieve evidence candidates. We argue that both are suboptimal, since…

计算与语言 · 计算机科学 2019-07-01 Kenton Lee , Ming-Wei Chang , Kristina Toutanova

We present a simple and general simulation technique that transforms any black-box quantum algorithm (a la Grover's database search algorithm) to a quantum communication protocol for a related problem, in a way that fully exploits the…

量子物理 · 物理学 2007-05-23 Harry Buhrman , Richard Cleve , Avi Wigderson

Classical software verification and validation techniques, such as procedural audits, formal methods, or model documentation, are the traditional mechanisms used to achieve the verifiable accountability now required by regulations like the…

This paper proves that the computational power of quantum interactive proof systems, with a double-exponentially small gap in acceptance probability between the completeness and soundness cases, is precisely characterized by EXP, the class…

量子物理 · 物理学 2011-09-07 Tsuyoshi Ito , Hirotada Kobayashi , John Watrous

In this paper, facts existing in different domains are explored, which are comparable by their end result. Properties of various domains and the facts that are part of such a unit are also presented, examples of comparison and methods of…

密码学与安全 · 计算机科学 2007-05-23 Kirti Chawla

Closed-source frontier labs do not disclose parameter counts, and the standard alternative -- inference economics -- carries $2\times$+ uncertainty from hardware, batching, and serving-stack assumptions external to the model. We exploit a…

机器学习 · 计算机科学 2026-04-29 Bojie Li

From the minimal assumption of post-quantum semi-honest oblivious transfers, we build the first $\epsilon$-simulatable two-party computation (2PC) against quantum polynomial-time (QPT) adversaries that is both constant-round and black-box…

密码学与安全 · 计算机科学 2023-11-07 Nai-Hui Chia , Kai-Min Chung , Xiao Liang , Takashi Yamakawa

Location-based systems that combine encrypted geographic search with zero-knowledge proximity proofs typically treat the two phases as independent. Under an honest-but-curious server, this leaves an authorization provenance gap: once…

密码学与安全 · 计算机科学 2026-04-07 Yoshiyuki Ootani

Research on data confidentiality, integrity and availability is gaining momentum in the ICT community, due to the intrinsically insecure nature of the Internet. While many distributed systems and services are now based on secure…

分布式、并行与集群计算 · 计算机科学 2019-01-17 Antonio Magnani , Gabriele D'Angelo , Stefano Ferretti , Moreno Marzolla

A powerful feature in mechanism design is the ability to irrevocably commit to the rules of a mechanism. Commitment is achieved by public declaration, which enables players to verify incentive properties in advance and the outcome in…

理论经济学 · 经济学 2025-07-08 Ran Canetti , Amos Fiat , Yannai A. Gonczarowski

As Artificial Intelligence (AI) systems, particularly those based on machine learning (ML), become integral to high-stakes applications, their probabilistic and opaque nature poses significant challenges to traditional verification and…

软件工程 · 计算机科学 2025-05-27 Filippo Scaramuzza , Giovanni Quattrocchi , Damian A. Tamburri

Although large language models can be prompted for both zero- and few-shot learning, performance drops significantly when no demonstrations are available. In this paper, we introduce Z-ICL, a new zero-shot method that closes the gap by…

计算与语言 · 计算机科学 2023-06-06 Xinxi Lyu , Sewon Min , Iz Beltagy , Luke Zettlemoyer , Hannaneh Hajishirzi

The veracity of a factoid is largely independent of the language it is written in. However, language models are inconsistent in their ability to answer the same factual question across languages. This raises questions about how LLMs…

计算与语言 · 计算机科学 2024-08-21 Maxim Ifergan , Leshem Choshen , Roee Aharoni , Idan Szpektor , Omri Abend

We show that the entropy of a message can be tested in a device-independent way. Specifically, we consider a prepare-and-measure scenario with classical or quantum communication, and develop two different methods for placing lower bounds on…

量子物理 · 物理学 2015-09-09 Rafael Chaves , Jonatan Bohr Brask , Nicolas Brunner

Over time, cryptographically deniable systems have come to be associated in computer-science literature with the idea of "denying" evidence in court - specifically, with the ability to convincingly forge evidence in courtroom scenarios and…

密码学与安全 · 计算机科学 2026-01-27 Jacob Leiken , Sunoo Park

Automatic verification deals with the validation by means of computers of correctness certificates. The related tools, usually called proof assistants or interactive provers, provide an interactive environment for the creation of formal…

计算机科学中的逻辑 · 计算机科学 2017-01-16 Andrea Asperti

Although chatbots have been very popular in recent years, they still have some serious weaknesses which limit the scope of their applications. One major weakness is that they cannot learn new knowledge during the conversation process, i.e.,…

计算与语言 · 计算机科学 2018-02-27 Sahisnu Mazumder , Nianzu Ma , Bing Liu

The robustness to distribution changes ensures that NLP models can be successfully applied in the realistic world, especially for information extraction tasks. However, most prior evaluation benchmarks have been devoted to validating…

计算与语言 · 计算机科学 2025-02-07 Ji Qi , Chuchun Zhang , Xiaozhi Wang , Kaisheng Zeng , Jifan Yu , Jinxin Liu , Jiuding Sun , Yuxiang Chen , Lei Hou , Juanzi Li , Bin Xu

This paper gives the first formal treatment of a quantum analogue of multi-prover interactive proof systems. It is proved that the class of languages having quantum multi-prover interactive proof systems is necessarily contained in NEXP,…

计算复杂性 · 计算机科学 2007-05-23 Hirotada Kobayashi , Keiji Matsumoto

Language models trained on billions of tokens have recently led to unprecedented results on many NLP tasks. This success raises the question of whether, in principle, a system can ever ``understand'' raw text without access to some form of…

计算与语言 · 计算机科学 2021-06-23 William Merrill , Yoav Goldberg , Roy Schwartz , Noah A. Smith