DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging
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2407.01470
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Published
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4
Minbyul Jeong
Minbyul
·
AI & ML interests
Biomedical Natural Language Processing, Graph Network
Organizations
None yet
Minbyul's activity
upvoted
5
papers
about 17 hours ago
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER
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2407.01272
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6
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
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2407.00653
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Published
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8
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
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2407.00402
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Published
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18
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
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2407.00468
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33
upvoted
5
papers
3 days ago
AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models
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2406.10900
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11
LiveBench: A Challenging, Contamination-Free LLM Benchmark
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2406.19314
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Published
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12
Aligning Teacher with Student Preferences for Tailored Training Data Generation
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2406.19227
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22
Simulating Classroom Education with LLM-Empowered Agents
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2406.19226
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Published
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27
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
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2406.18629
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36
upvoted
3
papers
6 days ago
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
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2406.18495
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11
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
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2406.18521
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Published
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25
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
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2406.16341
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Published
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11
upvoted
8
papers
8 days ago
Confidence Regulation Neurons in Language Models
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2406.16254
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Published
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10
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
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2406.15718
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Published
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14
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations
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2406.13632
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Published
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5
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
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2406.16008
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Published
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6
Preference Tuning For Toxicity Mitigation Generalizes Across Languages
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2406.16235
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Published
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12
Evaluating D-MERIT of Partial-annotation on Information Retrieval
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2406.16048
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Published
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34
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
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2406.16855
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Published
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53
VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models
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2406.16338
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Published
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22
upvoted
12
papers
9 days ago
ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights
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2406.14596
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4
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
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2406.13121
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Published
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1
Learning Molecular Representation in a Cell
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2406.12056
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Published
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6
Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model
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2406.15275
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Published
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10
Jailbreaking as a Reward Misspecification Problem
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2406.14393
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Published
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12
Two Giraffes in a Dirt Field: Using Game Play to Investigate Situation Modelling in Large Multimodal Models
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2406.14035
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Published
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10
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
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2406.15319
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Published
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55
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
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2406.12624
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Published
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34
Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level
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2406.11817
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13
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
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2406.13923
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Published
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20
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities
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2406.14562
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26
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
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2406.14544
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33
upvoted
8
papers
13 days ago
Towards a Personal Health Large Language Model
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2406.06474
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14
Needle In A Multimodal Haystack
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2406.07230
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52
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
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2406.12066
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Published
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7
Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning
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2406.12742
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Published
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14
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
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2406.11811
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Published
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14
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
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2406.12824
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Published
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20
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
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2406.11230
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Published
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34
CRAG -- Comprehensive RAG Benchmark
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2406.04744
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Published
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38
upvoted
a
paper
about 1 month ago
upvoted
a
collection
about 1 month ago
upvoted
2
papers
about 1 month ago
upvoted
an
article
3 months ago
Article
The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare
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79