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Foundation Models

4845 directly classified papers

Papers per year

Papers

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models COLING 2025
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models COLING 2025
Understanding Token Probability Encoding in Output Embeddings COLING 2025
Evaluating the Consistency of LLM Evaluators COLING 2025
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration COLING 2025
LAiW: A Chinese Legal Large Language Models Benchmark COLING 2025
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema COLING 2025
Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025
Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models COLING 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers COLING 2025
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary COLING 2025
The Shift from Logic to Dialectic in Argumentation Theory: Implications for Computational Argument Quality Assessment COLING 2025
Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields COLING 2025
Oddballness: universal anomaly detection with language models COLING 2025
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection COLING 2025
Exploring the Impact of Language Switching on Personality Traits in LLMs COLING 2025
ACCORD: Closing the Commonsense Measurability Gap NAACL 2025
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy NAACL 2025
Temporal-Aware Soft Prompt Tuning for Automatic Text Dating NAACL 2025
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval NAACL 2025
Stronger Models are Not Always Stronger Teachers for Instruction Tuning NAACL 2025
Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025