Computer Science - Computation and Language

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Computation and Language Evaluating Scientific Ideas with Language Models

Using advanced models to better assess research ideas in academia.

Yi Xu, Bo Xue, Shuqian Sheng

2025-06-16T07:59:24+00:00 ― 6 min read

Computation and Language Advancing Metadata Use in Data Analysis

New methods connect metadata to knowledge graphs for better data interpretation.

Margherita Martorana, Xueli Pan, Benno Kruit

2025-06-16T07:43:36+00:00 ― 5 min read

Information Retrieval Using AI for Efficient IT Support Solutions

A system to improve IT support using retrieval augmented generation.

Paulina Toro Isaza, Michael Nidd, Noah Zheutlin

2025-06-16T07:35:42+00:00 ― 7 min read

Machine Learning Improving Control in Language Models with CAST

CAST offers a precise approach to managing language model responses.

Bruce W. Lee, Inkit Padhi, Karthikeyan Natesan Ramamurthy

2025-06-16T07:27:48+00:00 ― 7 min read

Computation and Language Late Chunking: A New Approach to Text Processing

This paper presents late chunking for better text retrieval by preserving context.

Michael Günther, Isabelle Mohr, Daniel James Williams

2025-06-16T07:19:54+00:00 ― 5 min read

Computation and Language Introducing Paper Copilot: A Research Assistant

Paper Copilot helps researchers navigate scientific literature efficiently.

Guanyu Lin, Tao Feng, Pengrui Han

2025-06-16T04:41:54+00:00 ― 5 min read

Computation and Language The Impact of Code on Language Model Training

Research shows how coding influences language models' abilities in various tasks.

Jackson Petty, Sjoerd van Steenkiste, Tal Linzen

2025-06-16T04:18:12+00:00 ― 5 min read

Computation and Language Improving User Data Summarization with RLPF

RLPF enhances user data summarization for better predictions.

Jiaxing Wu, Lin Ning, Luyang Liu

2025-06-16T02:59:12+00:00 ― 5 min read

Computation and Language Advancing Keyword Localisation in Low-Resource Languages

Enhancing spoken word identification through visual cues in under-resourced languages.

Leanne Nortje, Dan Oneata, Herman Kamper

2025-06-16T02:05:30+00:00 ― 7 min read

Computation and Language Evaluating In-Context Learning in Language Models

This study examines how language models learn from examples and past knowledge.

Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

2025-06-16T01:32:18+00:00 ― 8 min read

Artificial Intelligence KnoWoGen: A New Approach to Knowledge Work Data

KnoWoGen offers a novel system for creating datasets in knowledge work, addressing key limitations.

Desiree Heim, Christian Jilek, Adrian Ulges

2025-06-16T01:08:36+00:00 ― 6 min read

Computation and Language Advancing Translation Systems for Karakalpak Language

Enhancing machine translation for the low-resource Karakalpak language through new datasets.

Mukhammadsaid Mamasaidov, Abror Shopulatov

2025-06-16T00:52:48+00:00 ― 4 min read

Machine Learning Fast Forward: A New Approach to Low-Rank Training

Fast Forward enhances low-rank training efficiency for language models.

Adir Rahamim, Naomi Saphra, Sara Kangaslahti

2025-06-16T00:29:06+00:00 ― 6 min read

Machine Learning Understanding Multi-layer Sparse Autoencoders in Language Models

This article discusses MLSAEs and their role in examining language model layers.

Tim Lawson, Lucy Farnik, Conor Houghton

2025-06-15T23:57:30+00:00 ― 5 min read

Computation and Language Evaluating LLM Judges in Mathematical Reasoning Tasks

This study assesses large language models as judges in math reasoning tasks.

Andreas Stephan, Dawei Zhu, Matthias Aßenmacher

2025-06-15T23:33:48+00:00 ― 5 min read

Computation and Language Improving Author Profiling with RL-Profiler

A new method for predicting personality traits from online posts using filtered data.

Jan Hofmann, Cornelia Sindermann, Roman Klinger

2025-06-15T23:10:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving OCR Accuracy Through Confidence Scores

This study examines the role of confidence scores in enhancing OCR performance.

Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo

2025-06-15T23:02:12+00:00 ― 6 min read

Computation and Language Advancing Code Generation with Multi-Language Techniques

A new method improves code generation by using multiple programming languages.

Tengfei Xue, Xuefeng Li, Tahir Azim

2025-06-15T22:54:18+00:00 ― 5 min read

Computation and Language UI-JEPA: A New Framework for User Intent Prediction

UI-JEPA enhances how systems predict user actions from screen interactions.

Yicheng Fu, Raviteja Anantha, Prabal Vashisht

2025-06-15T21:59:00+00:00 ― 5 min read

Computation and Language ECHO: A New Approach in Reasoning Techniques

ECHO combines diverse reasoning patterns for better problem-solving in language models.

Ziqi Jin, Wei Lu

2025-06-15T21:43:12+00:00 ― 6 min read

Computation and Language Simulated Strategies for Eating Disorder Interventions

Researchers create a method to test interventions for eating disorders without real risks.

Louis Penafiel, Hsien-Te Kao, Isabel Erickson

2025-06-15T21:27:24+00:00 ― 6 min read

Computation and Language MeMo: A Study on Conversational Memory

MeMo dataset sheds light on how group conversations are remembered.

Maria Tsfasman, Bernd Dudzik, Kristian Fenech

2025-06-15T20:40:00+00:00 ― 5 min read

Computation and Language Improving Speech Systems for Indian Languages

A new dataset enhances multilingual speech technology in India.

Ashwin Sankar, Srija Anand, Praveen Srinivasa Varadhan

2025-06-15T18:48:15+00:00 ― 5 min read

Computation and Language Assessing the Risks of Language Models in Business Chats

This article examines red-teaming risks in large language models used in business.

George Kour, Naama Zwerdling, Marcel Zalmanovici

2025-06-15T17:54:06+00:00 ― 3 min read

Computation and Language Selective Self-Rehearsal: A New Approach to Fine-Tuning Language Models

SSR improves language models' performance while maintaining their general abilities.

Sonam Gupta, Yatin Nandwani, Asaf Yehudai

2025-06-15T17:14:36+00:00 ― 6 min read

Computation and Language A New Approach to Training Language Models

Untie the Knots method improves handling of long texts in language models.

Junfeng Tian, Da Zheng, Yang Cheng

2025-06-15T16:58:48+00:00 ― 6 min read

Machine Learning New Insights into Large Language Models

Research reveals how layers in LLMs equally contribute to predictions.

Hangfeng He, Weijie J. Su

2025-06-15T16:39:08+00:00 ― 6 min read

Audio and Speech Processing Streamlining Speech Models: Reducing Complexity in Transformers

This article discusses the benefits of simplifying transformer models for speech tasks.

Teresa Dorszewski, Albert Kjøller Jacobsen, Lenka Tětková

2025-06-15T14:45:20+00:00 ― 4 min read

Computation and Language Improving Table-Based Question Answering with New Strategies

This research enhances how models answer questions using tables.

Ruya Jiang, Chun Wang, Weihong Deng

2025-06-15T14:05:00+00:00 ― 6 min read

Computation and Language Language Models: Truthfulness vs. Political Bias

Examining the link between truthfulness and political bias in language models.

Suyash Fulay, William Brannon, Shrestha Mohanty

2025-06-15T13:57:06+00:00 ― 6 min read

Computation and Language Ethical Considerations in Language Data Collection

Exploring the social and ethical issues in gathering language data from diverse communities.

Andrew Smart, Ben Hutchinson, Lameck Mbangula Amugongo

2025-06-15T13:17:36+00:00 ― 8 min read

Computation and Language Efficient Expert Feedback in Weakly Supervised Learning

A new interactive framework improves data labeling efficiency using expert feedback.

Giannis Karamanolakis, Daniel Hsu, Luis Gravano

2025-06-15T12:22:18+00:00 ― 9 min read

Computation and Language The Reasoning Capabilities of Large Language Models

A study highlights reasoning challenges in modern language models amidst misleading information.

Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler

2025-06-15T12:14:24+00:00 ― 6 min read

Computation and Language WaterSeeker: A New Way to Detect Watermarks

WaterSeeker improves detection methods for watermarked text in large documents.

Leyi Pan, Aiwei Liu, Yijian Lu

2025-06-15T11:27:00+00:00 ― 5 min read

Computation and Language Improving Chinese Spelling Correction with Data Boosting Techniques

Two innovative methods enhance Chinese spelling correction performance and accuracy.

Lei Sheng, Shuai-Shuai Xu

2025-06-15T11:19:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Addressing Patronizing and Condescending Language

A new dataset aims to tackle harmful speech in Chinese videos.

Hongbo Wang, Junyu Lu, Yan Han

2025-06-15T09:28:30+00:00 ― 6 min read

Audio and Speech Processing Advancements in Speech Recognition with Sortformer

Sortformer integrates speaker diarization and ASR for improved audio processing.

Taejin Park, Ivan Medennikov, Kunal Dhawan

2025-06-15T09:05:15+00:00 ― 5 min read

Computation and Language Evaluating Google Translate's Mandarin to English Accuracy

This study reviews Google Translate's effectiveness in translating Mandarin texts to English.

Xuechun Wang, Rodney Beard, Rohitash Chandra

2025-06-15T08:25:18+00:00 ― 5 min read

Artificial Intelligence New VisScience Benchmark Evaluates Multi-Modal Learning

VisScience tests large models on scientific reasoning using text and images.

Zhihuan Jiang, Zhen Yang, Jinhao Chen

2025-06-15T07:37:54+00:00 ― 5 min read

Computation and Language Enhancing Math Problem Solving with Visual Inputs

New models improve math problem-solving by incorporating visual context alongside text.

Zhen Yang, Jinhao Chen, Zhengxiao Du

2025-06-15T07:30:00+00:00 ― 5 min read