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

Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
Using Shapley interactions to understand how models use structure ACL 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025
Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference ACL 2025
When Truthful Representations Flip Under Deceptive Instructions? EMNLP 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
skLEP: A Slovak General Language Understanding Benchmark ACL 2025
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese EMNLP 2025
DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025