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

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023
Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023
Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization EMNLP 2023
NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning INTERSPEECH 2023
Goal-Driven Explainable Clustering via Language Descriptions EMNLP 2023
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention EMNLP 2023
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023
Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023
Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain EMNLP 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023
Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023
Reasoning about Ambiguous Definite Descriptions EMNLP 2023
The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models EMNLP 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023
MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023
An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023