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Foundation Models

4845 directly classified papers

Papers per year

Papers

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025

A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025

ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025

Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025

How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? IJCNLP 2025

A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods IJCNLP 2025

Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection IJCNLP 2025

WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025

ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts IJCNLP 2025

Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025

HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025

HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025

Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025

TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025

Automated Coding of Counsellor and Client Behaviours in Motivational Interviewing Transcripts: Validation and Application IJCNLP 2025

Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? IJCNLP 2025

Overview of BLP-2025 Task 2: Code Generation in Bangla IJCNLP 2025

Robustness of LLMs to Transliteration Perturbations in Bangla IJCNLP 2025

SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation IJCNLP 2025

From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks IJCNLP 2025

Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities IJCNLP 2025

Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025

TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025

FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network IJCAI 2025