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<!DOCTYPE html>
<html dir="ltr" lang="en-US">
<head>
<!-- Google tag (gtag.js) -->
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<h1 style="font-size:300%"><br>KAIST<br>Language & Knowledge Lab</h1>
<span>We invent and analyze learning methods for <br>encoding, accessing, and producing knowledge through language.</span>
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<b>[Oct 4, 2024] 2 papers are accepted to NeurIPS 2024.</b>
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<p>
Following papers are accepted to NeurIPS 2024:<br>
- <a href="https://arxiv.org/abs/2406.11813">How Do Large Language Models Acquire Factual Knowledge During Pretraining?</a><br>
- <a href="https://arxiv.org/abs/2405.17977">Aligning to Thousands of Preferences via System Message Generalization</a><br>
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<b>[Sep 24, 2024] 7 papers are accepted to EMNLP 2024.</b>
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<p>
Following papers are accepted to EMNLP 2024:<br>
- <a href="https://arxiv.org/abs/2405.01535">Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models</a><br>
- <a href="https://arxiv.org/abs/2406.19502">Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization</a><br>
- <a href="https://arxiv.org/abs/2305.18952">Exploring the Practicality of Generative Retrieval on Dynamic Corpora</a><br>
- <a href="https://arxiv.org/abs/2406.11823">On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning</a><br>
- <a href="https://arxiv.org/abs/2402.03469">Rethinking the Role of Proxy Rewards in Language Model Alignment</a><br>
- <a href="https://arxiv.org/abs/2404.16418">Instruction Matters, a Simple yet Effective Task Selection Approach in Instruction Tuning for Specific Tasks</a><br>
The following paper is accepted to EMNLP 2024 Findings:<br>
- <a href="https://arxiv.org/abs/2404.10346">Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards</a><br>
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<b>[May 24, 2024] 6 papers are accepted to ACL 2024.</b>
</div>
<div class="entry-content">
<p>
Following papers are accepted to ACL 2024:<br>
- <a href="https://arxiv.org/abs/2403.09024">Semiparametric Token-Sequence Co-Supervision</a><br>
- <a href="https://arxiv.org/abs/2401.10695">LangBridge: Multilingual Reasoning Without Multilingual Supervision</a><br>
- <a href="https://arxiv.org/abs/2402.11253">Aligning Large Language Models by On-Policy Self-Judgment</a><br>
- <a href="https://arxiv.org/abs/2402.11597">Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once?</a><br>
- <a href="https://arxiv.org/abs/2402.15838">ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval</a><br>
The following paper is accepted to ACL 2024 Findings:<br>
- <a href="https://arxiv.org/abs/2401.06591">Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation</a><br>
</p>
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<div class="entry-title title-sm">
<b>[Mar 14, 2024] 5 papers are accepted to NAACL 2024.</b>
</div>
<div class="entry-content">
<p>
Following papers are accepted to NAACL 2024:<br>
- <a href="https://arxiv.org/abs/2301.12652">REPLUG: Retrieval-Augmented Black-Box Language Models</a><br>
- <a href="https://arxiv.org/abs/2311.07362">Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision</a><br>
- <a href="https://arxiv.org/abs/2311.08329">KTRL+F: Knowledge-Augmented In-Document Search</a><br>
- <a href="https://arxiv.org/abs/2311.09069">How Well Do Large Language Models Truly Ground?</a><br>
- <a href="https://arxiv.org/abs/2311.08106">Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models</a><br>
</p>
</div>
</div>
</div>
</div>
<div class="entry col-12">
<div class="grid-inner row g-0">
<div class="col-md-12">
<div class="entry-title title-sm">
<b>[Feb 28, 2024] 4 new grad students have joined our lab.</b>
</div>
<div class="entry-content">
<p>We are welcoming Jinho Park (MS), Juyoung Suk (MS), Hyeonbin Hwang (MS), Seongyun Lee (MS). We are also welcoming MS->PhD conversion of Hoyeon Chang.</p>
</div>
</div>
</div>
</div>
<div class="entry col-12">
<div class="grid-inner row g-0">
<div class="col-md-12">
<div class="entry-title title-sm">
<b>[Feb 28, 2024] 1 grad student has graduated.</b>
</div>
<div class="entry-content">
<p>Hanseok Oh (MS) has graduated.</p>
</div>
</div>
</div>
</div>
<div class="entry col-12">
<div class="grid-inner row g-0">
<div class="col-md-12">
<div class="entry-title title-sm">
<b>[Jan 22, 2024] 1 paper is accepted to TACL 2024.</b>
</div>
<div class="entry-content">
<p><a href="https://arxiv.org/abs/2305.14877">Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis</a> by Sohee Yang et al. is accepted to TACL 2024.
[<a href="https://github.com/soheeyang/unified-prompt-selection">code</a>]
</p>
</div>
</div>
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