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

LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion ACL 2024
An Eye Opener Regarding Task-Based Text Gradient Saliency ACL 2024
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ACL 2024
Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground ACL 2024
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment ACL 2024
Sociodemographic Bias in Language Models: A Survey and Forward Path ACL 2024
COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation ACL 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024
Surgical Feature-Space Decomposition of LLMs: Why, When and How? ACL 2024
Time is Encoded in the Weights of Finetuned Language Models ACL 2024
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ACL 2024
Analyzing Semantic Change through Lexical Replacements ACL 2024
Interpretability of Language Models via Task Spaces ACL 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024
WRP: Weight Recover Prune for Structured Sparsity ACL 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers ACL 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ACL 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024