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

Approaching Human-Level Forecasting with Language Models NIPS 2024
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models NIPS 2024
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models NIPS 2024
Learning to Reason via Program Generation, Emulation, and Search NIPS 2024
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation NIPS 2024
Transfer Q-star : Principled Decoding for LLM Alignment NIPS 2024
Improved Generation of Adversarial Examples Against Safety-aligned LLMs NIPS 2024
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024
LangNav: Language as a Perceptual Representation for Navigation NAACL 2024
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation NAACL 2024
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards NIPS 2024
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels NAACL 2024
Implicit Optimization Bias of Next-token Prediction in Linear Models NIPS 2024
MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model SEMEVAL 2024
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs NIPS 2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NIPS 2024
Scalable and Domain-General Abstractive Proposition Segmentation EMNLP 2024
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs EMNLP 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt EMNLP 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Aligning LLM Agents by Learning Latent Preference from User Edits NIPS 2024
Query-Based Adversarial Prompt Generation NIPS 2024
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NIPS 2024
Leveraging Language Model Capabilities for Sound Event Detection INTERSPEECH 2024