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

Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting AAAI 2025
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025
Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs EMNLP 2025
Language Models are Crossword Solvers NAACL 2025
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning EMNLP 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025
Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025
AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025
Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness NAACL 2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025
Uncertainty Propagation on LLM Agent ACL 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection IJCNLP 2025
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task ACL 2025
Blue-haired, misandriche, rabiata: Tracing the Connotation of ‘Feminist(s)’ Across Time, Languages and Domains ACL 2025
On Support Samples of Next Word Prediction ACL 2025
Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025
JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models ACL 2025
Learning to Reason from Feedback at Test-Time ACL 2025