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Recurrent neural networks (RNNs) are the state of the art in sequence modeling for natural language. However, it remains poorly understood what grammatical characteristics of natural language they implicitly learn and represent as a…

计算与语言 · 计算机科学 2018-09-06 Richard Futrell , Ethan Wilcox , Takashi Morita , Roger Levy

Language modeling has witnessed remarkable advancements in recent years, with Large Language Models (LLMs) like ChatGPT setting unparalleled benchmarks in human-like text generation. However, a prevailing limitation is the…

计算与语言 · 计算机科学 2023-11-13 Abhinand Balachandran

Recent developments in computer programming and in mathematics suggest that there is a strong case for a new way of introducing programming to enhance the learning of school mathematics. The article describes a collaboration of mathematics…

历史与综述 · 数学 2022-03-30 Ian Benson , Jim Darby , Neil MacDonald , Jesse Sigal

Chinese poetry generation is a very challenging task in natural language processing. In this paper, we propose a novel two-stage poetry generating method which first plans the sub-topics of the poem according to the user's writing intent,…

计算与语言 · 计算机科学 2016-12-08 Zhe Wang , Wei He , Hua Wu , Haiyang Wu , Wei Li , Haifeng Wang , Enhong Chen

Heuristic design upholds modern electronic design automation (EDA) tools, yet crafting effective placement, routing, and scheduling strategies entails substantial expertise. We study how large language models (LLMs) can systematically…

硬件体系结构 · 计算机科学 2026-04-30 Shiva Ahir , Alex Doboli

Modern democracies face a critical issue of declining citizen participation in decision-making. Online discussion forums are an important avenue for enhancing citizen participation. This thesis proposal 1) identifies the challenges involved…

计算与语言 · 计算机科学 2024-09-25 Michiel van der Meer

Performance of NLP systems is typically evaluated by collecting a large-scale dataset by means of crowd-sourcing to train a data-driven model and evaluate it on a held-out portion of the data. This approach has been shown to suffer from…

计算与语言 · 计算机科学 2024-08-12 Viktor Schlegel , Goran Nenadic , Riza Batista-Navarro

Large Language Models (LLMs) enable a new form of digital experimentation where treatments combine human and model-generated content in increasingly sophisticated ways. The main methodological challenge in this setting is representing these…

统计方法学 · 统计学 2025-10-27 Lei Shi , David Arbour , Raghavendra Addanki , Ritwik Sinha , Avi Feller

This paper describes our system submission to the International Conference on Spoken Language Translation (IWSLT 2025), low-resource languages track, namely for Bemba-to-English speech translation. We built cascaded speech translation…

计算与语言 · 计算机科学 2025-08-14 Muhammad Hazim Al Farouq , Aman Kassahun Wassie , Yasmin Moslem

Retrieval Augmented Generation (RAG) techniques aim to mitigate hallucinations in Large Language Models (LLMs). However, LLMs can still produce information that is unsupported or contradictory to the retrieved contexts. We introduce LYNX, a…

人工智能 · 计算机科学 2024-07-24 Selvan Sunitha Ravi , Bartosz Mielczarek , Anand Kannappan , Douwe Kiela , Rebecca Qian

This paper is aimed at reporting on the development and application of a computer model for discourse analysis through segmentation. Segmentation refers to the principled division of texts into contiguous constituents. Other studies have…

计算与语言 · 计算机科学 2007-05-23 Tony Berber Sardinha

Slang is a commonly used type of informal language that poses a daunting challenge to NLP systems. Recent advances in large language models (LLMs), however, have made the problem more approachable. While LLM agents are becoming more widely…

计算与语言 · 计算机科学 2025-09-22 Siyang Wu , Zhewei Sun

In this paper, we present an open-source parsing environment (Tuebingen Linguistic Parsing Architecture, TuLiPA) which uses Range Concatenation Grammar (RCG) as a pivot formalism, thus opening the way to the parsing of several mildly…

计算与语言 · 计算机科学 2009-09-29 Laura Kallmeyer , Timm Lichte , Wolfgang Maier , Yannick Parmentier , Johannes Dellert , Kilian Evang

The process-based semantic composition of Web Services is gaining a considerable momentum as an approach for the effective integration of distributed, heterogeneous, and autonomous applications. To compose Web Services semantically, we need…

人工智能 · 计算机科学 2015-06-01 Hioual Ouassila , Boufaida Zizette

The primary focus of this thesis is to make Sanskrit manuscripts more accessible to the end-users through natural language technologies. The morphological richness, compounding, free word orderliness, and low-resource nature of Sanskrit…

计算与语言 · 计算机科学 2023-08-21 Jivnesh Sandhan

This paper describes experiments showing that some tasks in natural language processing (NLP) can already be performed using quantum computers, though so far only with small datasets. We demonstrate various approaches to topic…

计算与语言 · 计算机科学 2024-04-17 Dominic Widdows , Aaranya Alexander , Daiwei Zhu , Chase Zimmerman , Arunava Majumder

Large Language Models (LLMs) excel at language understanding but remain limited in knowledge-intensive domains due to hallucinations, outdated information, and limited explainability. Text-based retrieval-augmented generation (RAG) helps…

计算与语言 · 计算机科学 2026-02-09 Larissa Pusch , Alexandre Courtiol , Tim Conrad

Context: To reduce manual effort of extracting test cases from natural-language requirements, many approaches based on Natural Language Processing (NLP) have been proposed in the literature. Given the large amount of approaches in this…

软件工程 · 计算机科学 2020-03-25 Vahid Garousi , Sara Bauer , Michael Felderer

Component-based synthesis (CBS) generates loop-free programs from library components to satisfy logical queries. While expressive specifications and precise queries simplify the solution space, they make finding feasible execution paths…

编程语言 · 计算机科学 2026-05-14 Ashish Mishra , Suresh Jagannathan

Mapping spoken text to gestures is an important research topic for robots with conversation capabilities. According to studies on human co-speech gestures, a reasonable solution for mapping is using a concept-based approach in which a text…

机器人学 · 计算机科学 2021-11-15 Naoki Wake , Machiko Sato , Kazuhiro Sasabuchi , Minako Nakamura , Katsushi Ikeuchi
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