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Prefix-Tuning: Optimizing Continuous Prompts for Generation Open
Xiang Lisa Li, Percy Liang. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.
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Prefix-Tuning: Optimizing Continuous Prompts for Generation Open
Fine-tuning is the de facto way to leverage large pretrained language models to perform downstream tasks. However, it modifies all the language model parameters and therefore necessitates storing a full copy for each task. In this paper, w…
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STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework Open
Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, Haifeng Wang. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. …
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Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN Open
Semantic matching, which aims to determine the matching degree between two texts, is a fundamental problem for many NLP applications. Recently, deep learning approach has been applied to this problem and significant improvements have been …
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The Lidov-Kozai Oscillation and Hugo von Zeipel Open
The so-called Lidov-Kozai oscillation is very well known and applied to various problems in solar system dynamics. This mechanism makes the orbital inclination and eccentricity of the perturbed body in the circular restricted three-body sy…
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The influence of non-linguistic factors on the usage of the pre-prefix in Luguru Open
This article discusses the impact of linguistic and non-linguistic factors on the use of the pre-prefix in an under-described Bantu language spoken in Tanzania. The pre-prefix, also referred to as the augment, is a morpheme related to give…
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Online conformance checking: relating event streams to process models using prefix-alignments Open
Companies often specify the intended behaviour of their business processes in a process model. Conformance checking techniques allow us to assess to what degree such process models and corresponding process execution data correspond to one…
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Initial prominence and progressive vowel harmony in Tutrugbu Open
One of the key elements of constraint-based formalisms is their ability to derive a variety of effects from the interaction of general constraints. As for vowel harmony, one persistent question within Optimality Theory is how to encode dir…
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Dynamic Prefix-Tuning for Generative Template-based Event Extraction Open
We consider event extraction in a generative manner with template-based\nconditional generation. Although there is a rising trend of casting the task of\nevent extraction as a sequence generation problem with prompts, these\ngeneration-bas…
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Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Open
Multimodal named entity recognition and relation extraction (MNER and MRE) is a fundamental and crucial branch in information extraction. However, existing approaches for MNER and MRE usually suffer from error sensitivity when irrelevant o…
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A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models Open
Large pre-trained vision-language (VL) models can learn a new task with a handful of examples and generalize to a new task without fine-tuning.However, these VL models are hard to deploy for real-world applications due to their impractical…
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Attenuated Spreading in Sanskrit Retroflex Harmony Open
Drawing on a two-million-word corpus of Sanskrit, the article documents and analyzes two previously unrecognized generalizations concerning the morphoprosodic conditioning of retroflex spreading ( nati). Both reveal harmony to be attenuate…
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Advertisement of Multiple Paths in BGP Open
This document defines a BGP extension that allows the advertisement of multiple paths for the same address prefix without the new paths implicitly replacing any previous ones.The essence of the extension is that each path is identified by …
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Multimodal Few-Shot Learning with Frozen Language Models Open
When trained at sufficient scale, auto-regressive language models exhibit the notable ability to learn a new language task after being prompted with just a few examples. Here, we present a simple, yet effective, approach for transferring t…
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MONI: A Pangenomic Index for Finding Maximal Exact Matches Open
Recently, Gagie et al. proposed a version of the FM-index, called the r-index, that can store thousands of human genomes on a commodity computer. Then Kuhnle et al. showed how to build the r-index efficiently via a technique called prefix-…
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Loss of Morphology in Alorese (Austronesian): Simplification in Adult Language Contact Open
This paper discusses historical and ongoing morphological simplification in Alorese, an Austronesian language spoken in eastern Indonesia. From comparative evidence, it is clear that Alorese lost almost all of its morphology over several h…
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Analysis of Betawi Language Interference on the Morphology of Adolescent Speech in Jakarta Open
This research aims to identify the interference of Betawi language elements to the morphological variables of adolescent speech in Jakarta. The present study uses a qualitative method approach using descriptive analysis techniques. The sub…
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The morph as a minimal linguistic form Open
This paper makes a terminological proposal: that the old term morph can be used for a minimal linguistic form. Many linguists (not only morphologists) need such a term, because we often refer to minimal linguistic forms, but the various te…
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Gemination and degemination in English prefixation: Phonetic evidence for morphological organization Open
This paper addresses the problem of morpho-phonological variability and the role of phonetic detail in morphologically complex words by investigating the gemination behavior of the English prefixes un- and in-. Traditionally, it is assumed…
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RPKI is Coming of Age Open
Despite its critical role in Internet connectivity, the Border Gateway Protocol (BGP) remains highly vulnerable to attacks such as prefix hijacking, where an Autonomous System (AS) announces routes for IP space it does not control. To addr…
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The Prosodic Acquisition Path Hypothesis: Towards explaining variability in L2 acquisition of phonology Open
Assuming that word-prosodic parameters are organized into a hierarchical tree where certain parameters are embedded under others, this paper proposes the Prosodic Acquisition Path Hypothesis (PAPH). The PAPH predicts different levels of di…
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Profiling BGP Serial Hijackers Open
BGP hijacks remain an acute problem in today's Internet, with widespread consequences. While hijack detection systems are readily available, they typically rely on a priori prefix-ownership information and are reactive in nature. In this w…
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Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning Open
Fine-tuning large pre-trained language models on various downstream tasks with whole parameters is prohibitively expensive. Hence, Parameter-efficient fine-tuning has attracted attention that only optimizes a few task-specific parameters w…
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Controllable Natural Language Generation with Contrastive Prefixes Open
To guide the generation of large pretrained language models (LM), previous work has focused on directly fine-tuning the language model or utilizing an attribute discriminator. In this work, we propose a novel lightweight framework for cont…
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Penerapan Support Vector Machine (SVM) untuk Pengkategorian Penelitian Open
Research every college will continue to grow. Research will be stored in softcopy and hardcopy. The preparation of the research should be categorized in order to facilitate the search for people who need reference. To categorize the resear…
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Morphosyntactic Change: A Comparative Study of Particles and Prefixes Open
Particle verbs (combinations of two words but lexical units) are a notorious problem in linguistics. Is a particle verb like look up one word or two? It has its own entry in dictionaries, as if it is one word, but look and up can be split …
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A reference grammar of Ersu: a Tibeto-Burman language of China Open
Ersu is an undocumented Tibeto-Burman language spoken in the southwest of China. It is a head-marking, verb-final, tonal and agglutinative language with an isolating tendency. It has a complex phonological system. Reduplication, compoundin…
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PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning Open
In this work, we present a reinforcement learning (RL) based approach to\ndesigning parallel prefix circuits such as adders or priority encoders that are\nfundamental to high-performance digital design. Unlike prior methods, our\napproach …
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Protocols for Checking Compromised Credentials Open
To prevent credential stuffing attacks, industry best practice now proactively checks if user credentials are present in known data breaches. Recently, some web services, such as HaveIBeenPwned (HIBP) and Google Password Checkup (GPC), hav…
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Dyslexia Profiles Across Orthographies Differing in Transparency: An Evaluation of Theoretical Predictions Contrasting English and Greek Open
We examined the manifestation of dyslexia in a cross-linguistic study contrasting English and Greek children with dyslexia compared to chronological age and reading-level control groups on reading accuracy and fluency, phonological awarene…