Artificial intelligence

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Scalable Alignment of Large Language Models Towards Truth Seeking, Complex Reasoning, and Human Values

thesis posted on 2025-05-02

Zhiqing Sun

Sparse Models of Natural Language Text

thesis posted on 2025-04-24

Dani Yogatama

Robust Multimodal Learning from Language, Visual and Acoustic Modalities

thesis posted on 2025-04-24

Amirali Bagher Zadeh

Automatic Factual Question Generation from Text

thesis posted on 2025-04-18

Michael Heilman

Textual Inference for Retrieving Labeled Object Descriptions

thesis posted on 2025-04-18

Alicia Tribble

Diving Deep into Event Semantics

thesis posted on 2025-04-18

Zhengzhong Liu

Knowledge Discovery Through Spoken Dialog

thesis posted on 2025-04-17

Learning Cross-language and Cross-style Mappings with Limited Supervision

thesis posted on 2025-04-14

Ruochen Xu

Weak Supervision and Numerical Commonsense for Modeling Climate-related Text Documents

thesis posted on 2025-04-14

Daniel Spokoyny

Event-based Multi-document Summarization

thesis posted on 2025-04-14

Luis dos Santos Marujo

BeamSeg: a Joint Model for Multi-Document Segmentation and Topic Identification

thesis posted on 2025-04-10

Pedro José dos Reis Mota

Defensible Explanations for Algorithmic Decisions about Writing in Education

thesis posted on 2025-04-10

Elijah Jacob Mayfield

Socioculturally Aware Language Technologies

thesis posted on 2025-03-07

Chan Young Park

External Knowledge Augmented Language Models for Code Generation and Agents

thesis posted on 2025-03-07

Frank Xu

DATASET

KOALA: Knowledge Conflict Augmentations for Robustness in Vision Language Models

dataset posted on 2025-02-19

Peter Carragher

Effective Anchoring of Multimodal Narrative Generation

thesis posted on 2024-10-23

Khyathi Chandu

Solving Real-World Tasks with AI Agents

thesis posted on 2024-09-17

Shuyan Zhou

Grounded Natural Language Generation via Interpretable Hierarchical Operations

thesis posted on 2024-07-23

Harsh Jhamtani

Towards More Factual Large Language Models: Parametric and Non-parametric Approaches

thesis posted on 2024-07-23

Zhengbao Jiang

Detecting AI-Generated Essays with Synthetic Data Generation and Two-Stage Fine-tuning

poster posted on 2024-06-28

Hao Mei

Exploring Gender Bias in Job Descriptions in STEM Fields: Implications for Female Representation in Science, Technology, Engineering and Mathematics

poster posted on 2024-06-28

Malika Dikshit

Enhancing Language Models with Structured Reasoning

thesis posted on 2024-06-28

Aman Madaan

Toward Length-Extrapolatable Transformers

thesis posted on 2024-06-26

Ta-Chung Chi

Improving the reliability of language models for summarization

thesis posted on 2024-06-26

On the Alignment, Robustness, and Generalizability of Multimodal Learning

thesis posted on 2024-06-25

Jielin Qiu

SOFTWARE

TartanAviation: A Multi-Modal Dataset for Aviation Applications

software posted on 2024-05-10

Interpretation of User Comments for Detection of Malicious Websites

thesis posted on 2024-05-09

Mehrbod Sharifi

Co-audit: tools to help humans double-check AI-generated content

conference contribution posted on 2024-05-09

Neural Representation Learning in Linguistic Structured Prediction

thesis posted on 2024-05-08

Lingpeng Kong

Designing Transparent and Factual Text Generation Systems Grounded in Language Structure

thesis posted on 2024-05-03

Vidhisha Balachandran

Leveraging Structure and Context for Language-Adjacent Representation Learning

thesis posted on 2024-05-03

Nikita Srivatsan

Talking us into the Metaverse: Towards Realistic Streaming Speech-to-Face Animation

thesis posted on 2024-04-19

Salvador Medina

Efficient Lifelong Learning in Deep Neural Networks: Optimizing Architecture, Training, and Data

thesis posted on 2024-02-23

Sanket Vaibhav Mehta

Towards Model Understanding: A Framework to Furnish and Evaluate Interpretations

thesis posted on 2024-02-21

Danish Pruthi

Functional Components as a Paradigm for Neural Model Explainability

thesis posted on 2024-02-21

James Fiacco

Computational Modeling of Metaphor in Discourse

thesis posted on 2024-02-09

Hyeju Jang

Integrating Language Technologies and Social Theories

thesis posted on 2024-01-19

Anjalie Field

Linguistically Informed Language Generation: A Multi-faceted Approach

thesis posted on 2024-01-19

Dongyeop Kang

Extraction of Event Structures from Text

thesis posted on 2024-01-19

Jun Araki

Multihop Multimodal QA using Joint Attentive Training and Hierarchical Attentive Vision Language transformers

preprint posted on 2024-01-19