conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Improved Sparse Upcycling for Instruction Tuning COLING 2025
IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025
Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SEMEVAL 2025
Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms IJCNLP 2025
ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders AACL 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CONLL 2025
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025
Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling AACL 2025
HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. SEMEVAL 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Using Next Sentence Prediction to Test ChatGPT’s Text Comprehension (Student Abstract) AAAI 2025
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025
Quantifying Cognitive Bias Induction in LLM-Generated Content AACL 2025
TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings AAAI 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization IJCNLP 2025
ReGraph: Learning to Reformulate Graph Encodings with Large Language Models AACL 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention AACL 2025