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

How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024
CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation EMNLP 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions EMNLP 2024
Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification EMNLP 2024
Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024
Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024
Individuation in Neural Models with and without Visual Grounding EMNLP 2024
Learning From Free-Text Human Feedback – Collect New Datasets Or Extend Existing Ones? EMNLP 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model EMNLP 2023
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP 2023
Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection EMNLP 2023
Axiomatic Preference Modeling for Longform Question Answering EMNLP 2023
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023
Data Similarity is Not Enough to Explain Language Model Performance EMNLP 2023
A Practical Toolkit for Multilingual Question and Answer Generation ACL 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training ACL 2023