Latest Articles for Text Analysis

Artificial Intelligence Can AI Replace Humans in Knowledge Extraction?

Exploring the role of LLMs in extracting procedural knowledge from text.

Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni

2025-05-05T09:01:20+00:00 ― 6 min read

Machine Learning Advancing Sentiment Analysis for Bengali Texts

A new method improves sentiment analysis for Bengali language reviews.

Hemal Mahmud, Hasan Mahmud

2025-04-30T17:58:40+00:00 ― 7 min read

Computation and Language Spotting AI-Generated Text: A New Approach

Learn how to identify machine-written content with advanced watermark techniques.

Georg Niess, Roman Kern

2025-04-30T15:52:00+00:00 ― 5 min read

Computation and Language Evaluating Language Models: Consistency Matters

Are large language models reliable evaluators? Exploring consistency in their assessments.

Noah Lee, Jiwoo Hong, James Thorne

2025-04-29T21:17:20+00:00 ― 7 min read

Cryptography and Security Fighting Back Against Sneaky Image Prompts

New method aims to improve safety in text-to-image models.

Portia Cooper, Harshita Narnoli, Mihai Surdeanu

2025-03-07T12:27:54+00:00 ― 5 min read

Computation and Language The Impact of Token Granularity on Language Models

Discover how token granularity shapes reading difficulty predictions in language models.

Byung-Doh Oh, William Schuler

2025-03-02T18:30:36+00:00 ― 5 min read

Computation and Language Harnessing Crowdsourcing for Language Understanding

Researchers explore crowdsourcing methods to enhance language interpretation.

Frances Yung, Vera Demberg

2025-02-28T22:22:21+00:00 ― 5 min read

Computation and Language DART: The Future of AI Text Detection

New framework DART enhances detection of AI-generated texts in real-world scenarios.

Hyeonchu Park, Byungjun Kim, Bugeun Kim

2025-02-28T07:55:39+00:00 ― 6 min read

Computation and Language Glimpse: The Future of Text Detection

Glimpse offers a new way to spot AI-generated text effectively.

Guangsheng Bao, Yanbin Zhao, Juncai He

2025-02-28T06:19:21+00:00 ― 6 min read

Computation and Language New Method Reveals Errors in Summaries

Researchers introduce a method to find factual errors in text summaries.

Onkar Thorat, Philippe Laban, Chien-Sheng Wu

2025-02-26T17:24:27+00:00 ― 3 min read

Computation and Language Spotting AI in Mixed Writing: The 2024 Challenge

A new task focuses on identifying machine-written sentences in human-AI mixed texts.

Diego Mollá, Qiongkai Xu, Zijie Zeng

2025-02-21T19:26:24+00:00 ― 6 min read

Computation and Language The Visual Challenge for AI Models

Why vision-language models struggle with images more than text.

Ido Cohen, Daniela Gottesman, Mor Geva

2025-02-19T08:03:18+00:00 ― 7 min read

Computation and Language Keyword Extraction: Finding Gold in Text

Learn how keyword extraction streamlines information retrieval.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak

2025-02-19T02:26:15+00:00 ― 6 min read

Computation and Language Bidirectional Topic Matching: Revealing Text Connections

Discover how BTM connects ideas across different texts effectively.

Raven Adam, Marie Lisa Kogler

2025-01-27T11:56:51+00:00 ― 6 min read

Computation and Language HindiLLM: A New Dawn for Hindi Processing

HindiLLM empowers Hindi language processing, bridging technological gaps.

Sanjay Chouhan, Shubha Brata Nath, Aparajita Dutta

2025-01-19T04:55:39+00:00 ― 7 min read