nielsr/paper-central-data-emnlp2024-sorted-by-github-stars

findings-emnlp.372

https://aclanthology.org/2024.findings-emnlp.372/

Poster

2402.11187

EMNLP2024

null

NaT

[ "Yang, Yifei", "Cao, Zouying", "Zhao, Hai" ]

LaCo: Large Language Model Pruning via Layer Collapse

2402.11187

https://github.com/hiyouga/llama-factory

32,532

https://github.com/hiyouga/llama-factory

34,496

findings-emnlp.144

https://aclanthology.org/2024.findings-emnlp.144/

Poster

2402.11819

EMNLP2024

null

NaT

[ "Cao, Zouying", "Yang, Yifei", "Zhao, Hai" ]

Head-wise Shareable Attention for Large Language Models

2402.11819

https://github.com/hiyouga/llama-factory

32,532

https://github.com/hiyouga/llama-factory

34,496

findings-emnlp.56

https://aclanthology.org/2024.findings-emnlp.56/

Poster

2403.03419

EMNLP2024

null

NaT

[ "Duan, Shitong", "Yi, Xiaoyuan", "Zhang, Peng", "Liu, Yan", "Liu, Zheng", "Lu, Tun", "Xie, Xing", "Gu, Ning" ]

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization

2403.03419

https://github.com/hiyouga/llama-factory

32,532

https://github.com/hiyouga/llama-factory

34,496

emnlp-demo.8

https://aclanthology.org/2024.emnlp-demo.8/

Poster

2408.15247

EMNLP2024

null

NaT

[ "Dibia, Victor", "Chen, Jingya", "Bansal, Gagan", "Syed, Suff", "Fourney, Adam", "Zhu, Erkang", "Wang, Chi", "Amershi, Saleema" ]

AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems

https://github.com/microsoft/autogen

0

https://github.com/microsoft/autogen

34,358

emnlp-main.525

https://aclanthology.org/2024.emnlp-main.525/

Oral

2406.11695

EMNLP2024

null

NaT

[ "Opsahl-Ong, Krista", "Ryan, Michael J", "Purtell, Josh", "Broman, David", "Potts, Christopher", "Zaharia, Matei", "Khattab, Omar" ]

Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

2406.11695

https://github.com/stanfordnlp/dspy

17,864

https://github.com/stanfordnlp/dspy

18,863

findings-emnlp.151

https://aclanthology.org/2024.findings-emnlp.151/

Poster

2406.12428

EMNLP2024

null

NaT

[ "Mitsui, Kentaro", "Mitsuda, Koh", "Wakatsuki, Toshiaki", "Hono, Yukiya", "Sawada, Kei" ]

PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems

2406.12428

https://github.com/eleutherai/gpt-neox

0

https://github.com/eleutherai/gpt-neox

6,945

emnlp-industry.36

https://aclanthology.org/2024.emnlp-industry.36/

Poster

2403.13257

EMNLP2024

null

NaT

[ "Goddard, Charles", "Siriwardhana, Shamane", "Ehghaghi, Malikeh", "Meyers, Luke", "Karpukhin, Vladimir", "Benedict, Brian", "McQuade, Mark", "Solawetz, Jacob" ]

Arcee's MergeKit: A Toolkit for Merging Large Language Models

2403.13257

https://github.com/arcee-ai/mergekit

0

https://github.com/arcee-ai/mergekit

4,818

emnlp-demo.44

https://aclanthology.org/2024.emnlp-demo.44/

Poster

2410.15735

EMNLP2024

[ "cs.AI" ]

cs.AI

56

2

0

100

[ "" ]

[ "2024-10-22", "2024-10-23", "2024-11-12", "2024-11-02", "2024-11-08", "2024-11-04", "2024-11-13", "2024-11-04", "2024-10-31", "2024-11-10", "2024-11-07", "2024-11-10", "2024-11-14", "2024-10-28", "2024-11-11", "2024-10-22", "2024-10-25", "2024-11-12", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-24", "2024-10-24", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-23", "2024-10-22", "2024-10-22", "2024-10-22", "2024-10-22", "2024-10-23" ]

2024-10-22

[ "Thakur, Abhishek" ]

AutoTrain: No-code training for state-of-the-art models

2410.15735

https://github.com/huggingface/autotrain-advanced

0

https://github.com/huggingface/autotrain-advanced

4,026

emnlp-main.148

https://aclanthology.org/2024.emnlp-main.148/

Poster

2406.14491

EMNLP2024

null

85

11

32

8

30

[ "2024-10-19", "2024-08-29", "2024-09-20", "2024-10-26", "2024-09-20", "2024-08-29", "2024-10-27", "2024-09-20", "2024-08-29", "2024-09-20", "2024-09-20", "2024-08-29", "2024-11-02", "2024-08-29", "2024-06-22", "2024-06-23", "2024-06-22", "2024-06-22", "2024-06-22", "2024-06-22", "2024-08-10", "2024-06-22", "2024-06-30", "2024-08-25", "2024-06-24", "2024-06-26", "2024-08-22", "2024-08-22", "2024-09-11", "2024-10-11", "2024-11-08", "2024-11-14" ]

[ "2024-08-29", "2024-09-20", "2024-08-29", "2024-08-29", "2024-09-20", "2024-09-20", "2024-08-29", "2024-08-29" ]

[ "2024-09-08", "2024-06-21", "2023-09-20", "2024-07-25", "2023-12-29", "2023-11-12", "2023-11-19", "2023-12-20", "2024-01-18", "2024-01-27", "2023-11-12", "2024-06-20", "2024-01-08", "2024-05-10", "2023-12-31", "2024-01-08", "2024-01-22", "2024-01-27", "2024-01-28", "2024-03-06", "2024-07-31", "2023-11-27", "2024-03-12", "2023-09-21", "2023-11-12", "2024-01-28", "2024-08-17", "2024-05-08", "2024-04-02", "2024-08-30" ]

2024-06-21

[ "Cheng, Daixuan", "Gu, Yuxian", "Huang, Shaohan", "Bi, Junyu", "Huang, Minlie", "Wei, Furu" ]

Instruction Pre-Training: Language Models are Supervised Multitask Learners

2406.14491

https://github.com/microsoft/lmops

3,632

https://github.com/microsoft/lmops

3,698

emnlp-main.203

https://aclanthology.org/2024.emnlp-main.203/

Poster

2403.05286

EMNLP2024

null

NaT

[ "Tan, Hanzhuo", "Luo, Qi", "Li, Jing", "Zhang, Yuqun" ]

LLM4Decompile: Decompiling Binary Code with Large Language Models

2403.05286

https://github.com/albertan017/LLM4Decompile

0

https://github.com/albertan017/LLM4Decompile

3,191

emnlp-main.342

https://aclanthology.org/2024.emnlp-main.342/

Poster

2311.10122

EMNLP2024

null

26

1

46

0

16

[ "2024-04-09", "2024-05-16", "2024-02-01", "2024-02-01", "2024-02-01", "2024-02-01", "2024-02-03", "2024-02-01", "2024-01-04", "2024-01-05", "2024-01-05", "2024-01-05", "2024-02-01", "2024-01-05", "2024-01-05", "2024-02-02", "2024-06-30", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-02-01", "2024-02-01", "2024-02-01", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05", "2024-01-05" ]

[ "" ]

[ "2024-02-18", "2024-06-08", "2024-08-01", "2024-10-29", "2024-03-26", "2024-03-26", "2023-12-01", "2023-11-21", "2024-01-13", "2024-03-14", "2023-11-21", "2024-07-26", "2024-07-28", "2024-09-11", "2024-10-10", "2024-10-08" ]

2023-11-20

[ "Lin, Bin", "Ye, Yang", "Zhu, Bin", "Cui, Jiaxi", "Ning, Munan", "Jin, Peng", "Yuan, Li" ]

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

2311.10122

https://github.com/PKU-YuanGroup/Video-LLaVA

2,911

https://github.com/PKU-YuanGroup/Video-LLaVA

3,002

emnlp-main.183

https://aclanthology.org/2024.emnlp-main.183/

Poster

2404.07840

EMNLP2024

null

NaT

[ "Chai, Yekun", "Liu, Qingyi", "Wang, Shuohuan", "Sun, Yu", "Peng, Qiwei", "Wu, Hua" ]

On Training Data Influence of GPT Models

2404.07840

https://github.com/eleutherai/pythia

2,243

https://github.com/eleutherai/pythia

2,282

findings-emnlp.662

https://aclanthology.org/2024.findings-emnlp.662/

Poster

2309.05516

EMNLP2024

null

9

2

42

0

[ "2024-10-24", "2024-05-31", "2024-08-26", "2024-07-04", "2024-08-26", "2024-07-04", "2024-07-04", "2024-06-28", "2024-10-24", "2024-08-26", "2024-06-22", "2024-06-22", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-11-06", "2024-07-04", "2024-11-08", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-07-04", "2024-09-23", "2024-06-06", "2024-06-06", "2024-06-28", "2024-08-29", "2024-10-10", "2024-10-10", "2024-10-10", "2024-10-10", "2024-10-10", "2024-10-10", "2024-10-10", "2024-10-10" ]

[ "" ]

2023-09-12

[ "Cheng, Wenhua", "Zhang, Weiwei", "Shen, Haihao", "Cai, Yiyang", "He, Xin", "Kaokao, Lv", "Liu, Yi" ]

Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs

2309.05516

https://github.com/intel/neural-compressor

2,196

https://github.com/intel/neural-compressor

2,226

findings-emnlp.40

https://aclanthology.org/2024.findings-emnlp.40/

Poster

2403.06259

EMNLP2024

null

NaT

[ "Wang, Xiaohan", "Mao, Shengyu", "Deng, Shumin", "Yao, Yunzhi", "Shen, Yue", "Liang, Lei", "Gu, Jinjie", "Chen, Huajun", "Zhang, Ningyu" ]

Editing Conceptual Knowledge for Large Language Models

2403.06259

https://github.com/zjunlp/easyedit

1,834

https://github.com/zjunlp/easyedit

1,937

findings-emnlp.175

https://aclanthology.org/2024.findings-emnlp.175/

Poster

2403.12895

EMNLP2024

null

30

5

0

1

[ "" ]

[ "2024-04-14" ]

2024-03-20

[ "Hu, Anwen", "Xu, Haiyang", "Ye, Jiabo", "Yan, Ming", "Zhang, Liang", "Zhang, Bo", "Zhang, Ji", "Jin, Qin", "Huang, Fei", "Zhou, Jingren" ]

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

2403.12895

https://github.com/x-plug/mplug-docowl

1,365

https://github.com/x-plug/mplug-docowl

1,579

emnlp-main.559

https://aclanthology.org/2024.emnlp-main.559/

Poster

2406.16620

EMNLP2024

null

NaT

[ "Zhang, Lu", "Zhao, Tiancheng", "Ying, Heting", "Ma, Yibo", "Lee, Kyusong" ]

OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

2406.16620

https://github.com/om-ai-lab/OmAgent

0

https://github.com/om-ai-lab/OmAgent

1,284

emnlp-main.1075

https://aclanthology.org/2024.emnlp-main.1075/

Oral

2410.17251

EMNLP2024

[ "cs.CV", "cs.CL" ]

cs.CV

null

2024-10-23

[ "Xu, Hu", "Huang, Po-Yao", "Tan, Xiaoqing", "Yeh, Ching-Feng", "Kahn, Jacob", "Jou, Christine", "Ghosh, Gargi", "Levy, Omer", "Zettlemoyer, Luke", "Yih, Wen-tau", "Li, Shang-Wen", "Xie, Saining", "Feichtenhofer, Christoph" ]

Altogether: Image Captioning via Re-aligning Alt-text

2410.17251

https://github.com/facebookresearch/metaclip

1,205

https://github.com/facebookresearch/metaclip

1,255

findings-emnlp.263

https://aclanthology.org/2024.findings-emnlp.263/

Poster

2404.00656

EMNLP2024

null

10

1

0

[ "" ]

2024-04-02

[ "Hu, Shujie", "Zhou, Long", "Liu, Shujie", "Chen, Sanyuan", "Meng, Lingwei", "Hao, Hongkun", "Pan, Jing", "Liu, Xunying", "Li, Jinyu", "Sivasankaran, Sunit", "Liu, Linquan", "Wei, Furu" ]

WavLLM: Towards Robust and Adaptive Speech Large Language Model

2404.00656

https://github.com/microsoft/speecht5

0

https://github.com/microsoft/speecht5

1,204

findings-emnlp.620

https://aclanthology.org/2024.findings-emnlp.620/

Poster

2406.12845

EMNLP2024

null

NaT

[ "Wang, Haoxiang", "Xiong, Wei", "Xie, Tengyang", "Zhao, Han", "Zhang, Tong" ]

Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts

2406.12845

https://github.com/RLHFlow/RLHF-Reward-Modeling

746

https://github.com/RLHFlow/RLHF-Reward-Modeling

893

findings-emnlp.434

https://aclanthology.org/2024.findings-emnlp.434/

Poster

2409.06903

EMNLP2024

[ "cs.LG" ]

cs.LG

null

2024-09-11

[ "He, Yifei", "Wang, Haoxiang", "Jiang, Ziyan", "Papangelis, Alex", "ros", "Zhao, Han" ]

Semi-Supervised Reward Modeling via Iterative Self-Training

https://github.com/RLHFlow/RLHF-Reward-Modeling

746

https://github.com/RLHFlow/RLHF-Reward-Modeling

893

emnlp-main.890

https://aclanthology.org/2024.emnlp-main.890/

Poster

2406.16554

EMNLP2024

null

NaT

[ "Zhu, Tong", "Qu, Xiaoye", "Dong, Daize", "Ruan, Jiacheng", "Tong, Jingqi", "He, Conghui", "Cheng, Yu" ]

LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training

2406.16554

https://github.com/pjlab-sys4nlp/llama-moe

0

https://github.com/pjlab-sys4nlp/llama-moe

883

emnlp-main.422

https://aclanthology.org/2024.emnlp-main.422/

Poster

2406.16858

EMNLP2024

null

NaT

[ "Li, Yuhui", "Wei, Fangyun", "Zhang, Chao", "Zhang, Hongyang" ]

EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees

2406.16858

https://github.com/safeailab/eagle

0

https://github.com/safeailab/eagle

826

emnlp-main.64

https://aclanthology.org/2024.emnlp-main.64/

Poster

2301.00234

EMNLP2024

null

NaT

[ "Dong, Qingxiu", "Li, Lei", "Dai, Damai", "Zheng, Ce", "Ma, Jingyuan", "Li, Rui", "Xia, Heming", "Xu, Jingjing", "Wu, Zhiyong", "Chang, Baobao", "Sun, Xu", "Li, Lei", "Sui, Zhifang" ]

A Survey on In-context Learning

2301.00234

https://github.com/dqxiu/icl_paperlist

0

https://github.com/dqxiu/icl_paperlist

818

emnlp-main.248

https://aclanthology.org/2024.emnlp-main.248/

Poster

2405.01535

EMNLP2024

null

116

4

20

3

9

[ "2024-08-14", "2024-05-03", "2024-05-08", "2024-05-08", "2024-07-12", "2024-06-17", "2024-05-06", "2024-05-21", "2024-05-21", "2024-05-31", "2024-08-20", "2024-08-20", "2024-08-20", "2024-08-20", "2024-08-20", "2024-08-20", "2024-08-21", "2024-09-17", "2024-09-23", "2024-10-30" ]

[ "2024-05-03", "2024-10-10", "2024-09-14" ]

[ "2024-11-08", "2024-09-06", "2024-11-15", "2024-08-22", "2024-09-06", "2024-10-26", "2024-05-17", "2024-06-21", "2024-06-08" ]

2024-05-03

[ "Kim, Seungone", "Suk, Juyoung", "Longpre, Shayne", "Lin, Bill Yuchen", "Shin, Jamin", "Welleck, Sean", "Neubig, Graham", "Lee, Moontae", "Lee, Kyungjae", "Seo, Minjoon" ]

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

2405.01535

https://github.com/prometheus-eval/prometheus-eval

776

https://github.com/prometheus-eval/prometheus-eval

797

emnlp-main.965

https://aclanthology.org/2024.emnlp-main.965/

Poster

2403.00824

EMNLP2024

null

NaT

[ "Ferr", "o, Javier", "Voita, Elena" ]

Information Flow Routes: Automatically Interpreting Language Models at Scale

2403.00824

https://github.com/facebookresearch/llm-transparency-tool

0

https://github.com/facebookresearch/llm-transparency-tool

769

emnlp-main.665

https://aclanthology.org/2024.emnlp-main.665/

Poster

2406.16678

EMNLP2024

null

14

2

11

0

[ "2024-09-24", "2024-10-05", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24", "2024-09-24" ]

[ "" ]

2024-06-26

[ "Frohmann, Markus", "Sterner, Igor", "Vuli{\\'c}, Ivan", "Minixhofer, Benjamin", "Schedl, Markus" ]

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation

2406.16678

https://github.com/segment-any-text/wtpsplit

0

https://github.com/segment-any-text/wtpsplit

731

emnlp-main.459

https://aclanthology.org/2024.emnlp-main.459/

Poster

2410.06741

EMNLP2024

[ "cs.CL", "cs.LG" ]

cs.CL

null

2024-10-10

[ "Gong, Zi", "Yu, Hang", "Liao, Cong", "Liu, Bingchang", "Chen, Chaoyu", "Li, Jianguo" ]

CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models

https://github.com/codefuse-ai/mftcoder

0

https://github.com/codefuse-ai/mftcoder

637

findings-emnlp.37

https://aclanthology.org/2024.findings-emnlp.37/

Poster

2404.02319

EMNLP2024

null

NaT

[ "Schnabel, Tobias", "Neville, Jennifer" ]

Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization

https://github.com/microsoft/sammo

0

https://github.com/microsoft/sammo

592

emnlp-main.467

https://aclanthology.org/2024.emnlp-main.467/

Poster

2409.17066

EMNLP2024

[ "cs.AI" ]

cs.AI

27

3

59

0

4

[ "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-22", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-18", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-18", "2024-10-18", "2024-10-21", "2024-10-22", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-13", "2024-10-18", "2024-10-18", "2024-10-18", "2024-10-18", "2024-10-18", "2024-10-21", "2024-10-22", "2024-10-22", "2024-10-22", "2024-10-22", "2024-10-22" ]

[ "" ]

[ "2024-10-22", "2024-10-05", "2024-11-01", "2024-10-16" ]

2024-09-30

[ "Liu, Yifei", "Wen, Jicheng", "Wang, Yang", "Ye, Shengyu", "Zhang, Li Lyna", "Cao, Ting", "Li, Cheng", "Yang, Mao" ]

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

2409.17066

https://github.com/microsoft/vptq

0

https://github.com/microsoft/vptq

522

emnlp-main.498

https://aclanthology.org/2024.emnlp-main.498/

Oral

2406.10833

EMNLP2024

null

NaT

[ "Zhang, Yu", "Chen, Xiusi", "Jin, Bowen", "Wang, Sheng", "Ji, Shuiwang", "Wang, Wei", "Han, Jiawei" ]

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery

https://github.com/yuzhimanhua/Awesome-Scientific-Language-Models

0

https://github.com/yuzhimanhua/Awesome-Scientific-Language-Models

486

emnlp-main.141

https://aclanthology.org/2024.emnlp-main.141/

Poster

2404.12753

EMNLP2024

null

41

1

0

[ "" ]

2024-04-22

[ "Huang, Wenhao", "Gu, Zhouhong", "Peng, Chenghao", "Liang, Jiaqing", "Li, Zhixu", "Xiao, Yanghua", "Wen, Liqian", "Chen, Zulong" ]

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation

2404.12753

https://github.com/ez-hwh/autocrawler

0

https://github.com/ez-hwh/autocrawler

422

emnlp-main.626

https://aclanthology.org/2024.emnlp-main.626/

Poster

2403.07691

EMNLP2024

null

NaT

[ "Hong, Jiwoo", "Lee, Noah", "Thorne, James" ]

ORPO: Monolithic Preference Optimization without Reference Model

2403.07691

https://github.com/xfactlab/orpo

0

https://github.com/xfactlab/orpo

421

emnlp-demo.22

https://aclanthology.org/2024.emnlp-demo.22/

Poster

2408.06941

EMNLP2024

[ "cs.IR" ]

cs.IR

30

4

0

[ "" ]

2024-08-14

[ "Zheng, Yuxiang", "Sun, Shichao", "Qiu, Lin", "Ru, Dongyu", "Jiayang, Cheng", "Li, Xuefeng", "Lin, Jifan", "Wang, Binjie", "Luo, Yun", "Pan, Renjie", "Xu, Yang", "Min, Qingkai", "Zhang, Zizhao", "Wang, Yiwen", "Li, Wenjie", "Liu, Pengfei" ]

OpenResearcher: Unleashing AI for Accelerated Scientific Research

2408.06941

https://github.com/gair-nlp/openresearcher

0

https://github.com/gair-nlp/openresearcher

408

emnlp-demo.46

https://aclanthology.org/2024.emnlp-demo.46/

Poster

2402.16667

EMNLP2024

null

NaT

[ "Luo, Qinyu", "Ye, Yining", "Liang, Shihao", "Zhang, Zhong", "Qin, Yujia", "Lu, Yaxi", "Wu, Yesai", "Cong, Xin", "Lin, Yankai", "Zhang, Yingli", "Che, Xiaoyin", "Liu, Zhiyuan", "Sun, Maosong" ]

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation

2402.16667

https://github.com/openbmb/repoagent

0

https://github.com/openbmb/repoagent

378

findings-emnlp.34

https://aclanthology.org/2024.findings-emnlp.34/

Poster

2305.00450

EMNLP2024

null

NaT

[ "Qiu, Huachuan", "He, Hongliang", "Zhang, Shuai", "Li, Anqi", "Lan, Zhenzhong" ]

SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support

2305.00450

https://github.com/qiuhuachuan/smile

0

https://github.com/qiuhuachuan/smile

367

emnlp-demo.48

https://aclanthology.org/2024.emnlp-demo.48/

Poster

2410.21061

EMNLP2024

[ "cs.CV", "cs.AI", "cs.MM" ]

cs.CV

null

2024-10-29

[ "Vladimir, Arkhipkin", "Vasilev, Viacheslav", "Filatov, Andrei", "Pavlov, Igor", "Agafonova, Julia", "Gerasimenko, Nikolai", "Averchenkova, Anna", "Mironova, Evelina", "Anton, Bukashkin", "Kulikov, Konstantin", "Kuznetsov, Andrey", "Dimitrov, Denis" ]

Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework

https://github.com/ai-forever/kandinsky-3

0

https://github.com/ai-forever/kandinsky-3

329

emnlp-industry.12

https://aclanthology.org/2024.emnlp-industry.12/

Poster

2405.06001

EMNLP2024

null

NaT

[ "Gong, Ruihao", "Yong, Yang", "Gu, Shiqiao", "Huang, Yushi", "Lv, Chengtao", "Zhang, Yunchen", "Tao, Dacheng", "Liu, Xianglong" ]

LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit

https://github.com/modeltc/llmc

0

https://github.com/modeltc/llmc

322

emnlp-demo.9

https://aclanthology.org/2024.emnlp-demo.9/

Poster

2409.00608

EMNLP2024

[ "cs.CL", "cs.LG" ]

cs.CL

null

2024-09-02

[ "Erdogan, Lutfi Eren", "Lee, Nicholas", "Jha, Siddharth", "Kim, Sehoon", "Tabrizi, Ryan", "Moon, Suhong", "Hooper, Coleman Richard Charles", "Anumanchipalli, Gopala", "Keutzer, Kurt", "Gholami, Amir" ]

TinyAgent: Function Calling at the Edge

https://github.com/squeezeailab/tinyagent

0

https://github.com/squeezeailab/tinyagent

313

findings-emnlp.666

https://aclanthology.org/2024.findings-emnlp.666/

Poster

2402.15151

EMNLP2024

null

NaT

[ "Yeo, Jeonghun", "Han, Seunghee", "Kim, Minsu", "Ro, Yong Man" ]

Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing

2402.15151

https://github.com/sally-sh/vsp-llm

0

https://github.com/sally-sh/vsp-llm

300

emnlp-demo.7

https://aclanthology.org/2024.emnlp-demo.7/

Poster

2405.10051

EMNLP2024

null

NaT

[ "Pan, Leyi", "Liu, Aiwei", "He, Zhiwei", "Gao, Zitian", "Zhao, Xu", "ong", "Lu, Yijian", "Zhou, Binglin", "Liu, Shuliang", "Hu, Xuming", "Wen, Lijie", "King, Irwin", "Yu, Philip S." ]

MarkLLM: An Open-Source Toolkit for LLM Watermarking

https://github.com/thu-bpm/markllm

0

https://github.com/thu-bpm/markllm

291

findings-emnlp.541

https://aclanthology.org/2024.findings-emnlp.541/

Poster

2404.15639

EMNLP2024

null

NaT

[ "Guan, Batu", "Wan, Yao", "Bi, Zhangqian", "Wang, Zheng", "Zhang, Hongyu", "Zhou, Pan", "Sun, Lichao" ]

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

https://github.com/CGCL-codes/naturalcc

261

https://github.com/CGCL-codes/naturalcc

275

emnlp-main.992

https://aclanthology.org/2024.emnlp-main.992/

Poster

2305.19118

EMNLP2024

null

NaT

[ "Liang, Tian", "He, Zhiwei", "Jiao, Wenxiang", "Wang, Xing", "Wang, Yan", "Wang, Rui", "Yang, Yujiu", "Shi, Shuming", "Tu, Zhaopeng" ]

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

2305.19118

https://github.com/skytliang/multi-agents-debate

0

https://github.com/skytliang/multi-agents-debate

274

findings-emnlp.132

https://aclanthology.org/2024.findings-emnlp.132/

Poster

2403.01121

EMNLP2024

null

NaT

[ "Xia, Lianghao", "Kao, Ben", "Huang, Chao" ]

OpenGraph: Towards Open Graph Foundation Models

2403.01121

https://github.com/hkuds/opengraph

0

https://github.com/hkuds/opengraph

272

emnlp-main.452

https://aclanthology.org/2024.emnlp-main.452/

Poster

2309.16289

EMNLP2024

null

NaT

[ "Fei, Zhiwei", "Shen, Xiaoyu", "Zhu, Dawei", "Zhou, Fengzhe", "Han, Zhuo", "Huang, Alan", "Zhang, Songyang", "Chen, Kai", "Yin, Zhixin", "Shen, Zongwen", "Ge, Jidong", "Ng, Vincent" ]

LawBench: Benchmarking Legal Knowledge of Large Language Models

https://github.com/open-compass/lawbench

0

https://github.com/open-compass/lawbench

267

emnlp-main.619

https://aclanthology.org/2024.emnlp-main.619/

Poster

2401.05336

EMNLP2024

null

NaT

[ "Zuo, Ronglai", "Wei, Fangyun", "Mak, Brian" ]

Towards Online Continuous Sign Language Recognition and Translation

https://github.com/FangyunWei/SLRT

250

https://github.com/FangyunWei/SLRT

263

emnlp-demo.43

https://aclanthology.org/2024.emnlp-demo.43/

Poster

2408.11381

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-08-22

[ "Zhang, Xuanwang", "Song, Yun-Ze", "Wang, Yidong", "Tang, Shuyun", "Li, Xinfeng", "Zeng, Zhengran", "Wu, Zhen", "Ye, Wei", "Xu, Wenyuan", "Zhang, Yue", "Dai, Xinyu", "Zhang, Shikun", "Wen, Qingsong" ]

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation

2408.11381

https://github.com/fate-ubw/raglab

0

https://github.com/fate-ubw/raglab

254

findings-emnlp.463

https://aclanthology.org/2024.findings-emnlp.463/

Poster

2406.10858

EMNLP2024

null

NaT

[ "Chen, Guoxin", "Liao, Minpeng", "Li, Chengxi", "Fan, Kai" ]

Step-level Value Preference Optimization for Mathematical Reasoning

https://github.com/MARIO-Math-Reasoning/Super_MARIO

0

https://github.com/MARIO-Math-Reasoning/Super_MARIO

249

emnlp-demo.3

https://aclanthology.org/2024.emnlp-demo.3/

Poster

2404.00943

EMNLP2024

null

NaT

[ "Kim, Jihoo", "Song, Wonho", "Kim, Dahyun", "Kim, Yunsu", "Kim, Yungi", "Park, Chanjun" ]

Evalverse: Unified and Accessible Library for Large Language Model Evaluation

2404.00943

https://github.com/upstageai/evalverse

0

https://github.com/upstageai/evalverse

219

findings-emnlp.74

https://aclanthology.org/2024.findings-emnlp.74/

Poster

2401.18058

EMNLP2024

null

21

1

6

1

[ "2024-02-01", "2024-03-07", "2024-02-01", "2024-02-01", "2024-02-01", "2024-03-07" ]

[ "2024-02-22" ]

[ "2024-09-08" ]

2024-02-01

[ "Bai, Yushi", "Lv, Xin", "Zhang, Jiajie", "He, Yuze", "Qi, Ji", "Hou, Lei", "Tang, Jie", "Dong, Yuxiao", "Li, Juanzi" ]

LongAlign: A Recipe for Long Context Alignment of Large Language Models

2401.18058

https://github.com/thudm/longalign

0

https://github.com/thudm/longalign

217

findings-emnlp.572

https://aclanthology.org/2024.findings-emnlp.572/

Poster

2310.15654

EMNLP2024

null

NaT

[ "Yang, Xianjun", "Pan, Liangming", "Zhao, Xu", "ong", "Chen, Haifeng", "Petzold, Linda Ruth", "Wang, William Yang", "Cheng, Wei" ]

A Survey on Detection of LLMs-Generated Content

https://github.com/xianjun-yang/awesome_papers_on_llms_detection

0

https://github.com/xianjun-yang/awesome_papers_on_llms_detection

216

emnlp-main.981

https://aclanthology.org/2024.emnlp-main.981/

Poster

2407.01219

EMNLP2024

null

NaT

[ "Wang, Xiaohua", "Wang, Zhenghua", "Gao, Xuan", "Zhang, Feiran", "Wu, Yixin", "Xu, Zhibo", "Shi, Tianyuan", "Wang, Zhengyuan", "Li, Shizheng", "Qian, Qi", "Yin, Ruicheng", "Lv, Changze", "Zheng, Xiaoqing", "Huang, Xuanjing" ]

Searching for Best Practices in Retrieval-Augmented Generation

2407.01219

https://github.com/FudanDNN-NLP/RAG

0

https://github.com/FudanDNN-NLP/RAG

213

findings-emnlp.414

https://aclanthology.org/2024.findings-emnlp.414/

Poster

2304.08460

EMNLP2024

null

NaT

[ "K{\\\"o}ksal, Abdullatif", "Schick, Timo", "Korhonen, Anna", "Schuetze, Hinrich" ]

LongForm: Effective Instruction Tuning with Reverse Instructions

2304.08460

https://github.com/akoksal/longform

0

https://github.com/akoksal/longform

206

emnlp-main.6

https://aclanthology.org/2024.emnlp-main.6/

Poster

2405.02793

EMNLP2024

null

NaT

[ "Garg, Roopal", "Burns, Andrea", "Karagol Ayan, Burcu", "Bitton, Yonatan", "Montgomery, Ceslee", "Onoe, Yasumasa", "Bunner, Andrew", "Krishna, Ranjay", "Baldridge, Jason Michael", "Soricut, Radu" ]

ImageInWords: Unlocking Hyper-Detailed Image Descriptions

2405.02793

https://github.com/google/imageinwords

0

https://github.com/google/imageinwords

200

emnlp-main.929

https://aclanthology.org/2024.emnlp-main.929/

Poster

2401.07324

EMNLP2024

null

NaT

[ "Shen, Weizhou", "Li, Chenliang", "Chen, Hongzhan", "Yan, Ming", "Quan, Xiaojun", "Chen, Hehong", "Zhang, Ji", "Huang, Fei" ]

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

2401.07324

https://github.com/x-plug/multi-llm-agent

0

https://github.com/x-plug/multi-llm-agent

193

findings-emnlp.724

https://aclanthology.org/2024.findings-emnlp.724/

Poster

2407.10960

EMNLP2024

null

11

2

0

[ "" ]

2024-07-22

[ "Guo, Han", "Br", "on, William", "Cholakov, Radostin", "Ragan-Kelley, Jonathan", "Xing, Eric P.", "Kim, Yoon" ]

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

2407.10960

https://github.com/hanguo97/flute

0

https://github.com/hanguo97/flute

187

emnlp-main.117

https://aclanthology.org/2024.emnlp-main.117/

Poster

2409.15977

EMNLP2024

[ "eess.AS", "cs.CL", "cs.SD" ]

eess.AS

null

2024-09-25

[ "Zhang, Yu", "Jiang, Ziyue", "Li, Ruiqi", "Pan, Changhao", "He, Jinzheng", "Huang, Rongjie", "Wang, Chuxin", "Zhao, Zhou" ]

TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control

2409.15977

https://github.com/AaronZ345/TCSinger

0

https://github.com/AaronZ345/TCSinger

179

emnlp-main.197

https://aclanthology.org/2024.emnlp-main.197/

Poster

2310.09259

EMNLP2024

null

NaT

[ "Ashkboos, Saleh", "Markov, Ilia", "Frantar, Elias", "Zhong, Tingxuan", "Wang, Xincheng", "Ren, Jie", "Hoefler, Torsten", "Alistarh, Dan" ]

QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models

2310.09259

https://github.com/ist-daslab/quik

0

https://github.com/ist-daslab/quik

173

findings-emnlp.610

https://aclanthology.org/2024.findings-emnlp.610/

Poster

2402.16444

EMNLP2024

null

NaT

[ "Zhang, Zhexin", "Lu, Yida", "Ma, Jingyuan", "Zhang, Di", "Li, Rui", "Ke, Pei", "Sun, Hao", "Sha, Lei", "Sui, Zhifang", "Wang, Hongning", "Huang, Minlie" ]

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors

2402.16444

https://github.com/thu-coai/shieldlm

0

https://github.com/thu-coai/shieldlm

158

emnlp-main.771

https://aclanthology.org/2024.emnlp-main.771/

Poster

2410.01036

EMNLP2024

[ "cs.CL", "cs.AI", "cs.SD", "eess.AS" ]

cs.CL

14

2

0

1

[ "" ]

[ "2024-10-30" ]

[ "2024-10-12" ]

2024-10-03

[ "Gaido, Marco", "Papi, Sara", "Bentivogli, Luisa", "Brutti, Alessio", "Cettolo, Mauro", "Gretter, Roberto", "Matassoni, Marco", "Nabih, Mohamed", "Negri, Matteo" ]

MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages

2410.01036

https://github.com/hlt-mt/mosel

0

https://github.com/hlt-mt/mosel

146

emnlp-main.46

https://aclanthology.org/2024.emnlp-main.46/

Poster

2407.01906

EMNLP2024

null

34

1

0

[ "2024-07-23" ]

[ "" ]

2024-07-05

[ "Wang, Zihan", "Chen, Deli", "Dai, Damai", "Xu, Runxin", "Li, Zhuoshu", "Wu, Yu" ]

Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

2407.01906

https://github.com/deepseek-ai/esft

0

https://github.com/deepseek-ai/esft

145

conll-1.7

https://aclanthology.org/2024.conll-1.7/

Poster

2209.13331

EMNLP2024

null

NaT

[ "Dwivedi-Yu, Jane", "Schick, Timo", "Jiang, Zhengbao", "Lomeli, Maria", "Lewis, Patrick", "Izacard, Gautier", "Grave, Edouard", "Riedel, Sebastian", "Petroni, Fabio" ]

EditEval: An Instruction-Based Benchmark for Text Improvements

2209.13331

https://github.com/facebookresearch/editeval

0

https://github.com/facebookresearch/editeval

141

findings-emnlp.237

https://aclanthology.org/2024.findings-emnlp.237/

Poster

2409.05152

EMNLP2024

[ "cs.CL", "cs.AI", "cs.DB", "cs.IR", "cs.LG" ]

cs.CL

30

2

0

[ "" ]

2024-09-10

[ "Zhang, Jintian", "Peng, Cheng", "Sun, Mengshu", "Chen, Xiang", "Liang, Lei", "Zhang, Zhiqiang", "Zhou, Jun", "Chen, Huajun", "Zhang, Ningyu" ]

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs

2409.05152

https://github.com/zjunlp/onegen

0

https://github.com/zjunlp/onegen

137

emnlp-main.845

https://aclanthology.org/2024.emnlp-main.845/

Poster

2312.06648

EMNLP2024

null

NaT

[ "Chen, Tong", "Wang, Hongwei", "Chen, Sihao", "Yu, Wenhao", "Ma, Kaixin", "Zhao, Xinran", "Zhang, Hongming", "Yu, Dong" ]

Dense X Retrieval: What Retrieval Granularity Should We Use?

2312.06648

https://github.com/ct123098/factoid-wiki

0

https://github.com/ct123098/factoid-wiki

132

emnlp-main.43

https://aclanthology.org/2024.emnlp-main.43/

Poster

2401.02731

EMNLP2024

null

NaT

[ "Wu, Haoyuan", "Zheng, Haisheng", "He, Zhuolun", "Yu, Bei" ]

Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

2401.02731

https://github.com/wuhy68/parameter-efficient-moe

0

https://github.com/wuhy68/parameter-efficient-moe

129

emnlp-main.649

https://aclanthology.org/2024.emnlp-main.649/

Oral

2405.05417

EMNLP2024

null

NaT

[ "L", ", S", "er", "Bartolo, Max" ]

Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models

2405.05417

https://github.com/cohere-ai/magikarp

0

https://github.com/cohere-ai/magikarp

128

findings-emnlp.449

https://aclanthology.org/2024.findings-emnlp.449/

Poster

2407.01102

EMNLP2024

null

NaT

[ "Rau, David", "D{\\'e}jean, Herv{\\'e}", "Chirkova, Nadezhda", "Formal, Thibault", "Wang, Shuai", "Clinchant, St{\\'e}phane", "Nikoulina, Vassilina" ]

BERGEN: A Benchmarking Library for Retrieval-Augmented Generation

2407.01102

https://github.com/naver/bergen

100

https://github.com/naver/bergen

122

emnlp-main.1043

https://aclanthology.org/2024.emnlp-main.1043/

Poster

2401.06104

EMNLP2024

null

36

4

0

[ "" ]

2024-01-12

[ "Oren, Matanel", "Hassid, Michael", "Yarden, Nir", "Adi, Yossi", "Schwartz, Roy" ]

Transformers are Multi-State RNNs

2401.06104

https://github.com/schwartz-lab-nlp/tova

0

https://github.com/schwartz-lab-nlp/tova

120

emnlp-main.1137

https://aclanthology.org/2024.emnlp-main.1137/

Poster

2311.17041

EMNLP2024

null

NaT

[ "Yu, Keunwoo Peter", "Zhang, Zheyuan", "Hu, Fengyuan", "Storks, Shane", "Chai, Joyce" ]

Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties

2311.17041

https://github.com/yukw777/eilev

0

https://github.com/yukw777/eilev

117

emnlp-main.47

https://aclanthology.org/2024.emnlp-main.47/

Poster

2404.12096

EMNLP2024

null

NaT

[ "Zhu, Dawei", "Wang, Liang", "Yang, Nan", "Song, Yifan", "Wu, Wenhao", "Wei, Furu", "Li, Sujian" ]

LongEmbed: Extending Embedding Models for Long Context Retrieval

2404.12096

https://github.com/dwzhu-pku/longembed

0

https://github.com/dwzhu-pku/longembed

115

findings-emnlp.32

https://aclanthology.org/2024.findings-emnlp.32/

Poster

2402.12219

EMNLP2024

null

15

2

0

[ "" ]

2024-02-20

[ "Fan, Run-Ze", "Li, Xuefeng", "Zou, Haoyang", "Li, Junlong", "He, Shwai", "Chern, Ethan", "Hu, Jiewen", "Liu, Pengfei" ]

Reformatted Alignment

2402.12219

https://github.com/gair-nlp/realign

0

https://github.com/gair-nlp/realign

112

emnlp-main.975

https://aclanthology.org/2024.emnlp-main.975/

Poster

2404.07979

EMNLP2024

null

20

2

5

0

[ "2024-07-08", "2024-07-08", "2024-07-08", "2024-07-08", "2024-07-08" ]

[ "" ]

2024-04-12

[ "Tan, Sijun", "Li, Xiuyu", "Patil, Shishir G", "Wu, Ziyang", "Zhang, Tianjun", "Keutzer, Kurt", "Gonzalez, Joseph E.", "Popa, Raluca Ada" ]

LLoCO: Learning Long Contexts Offline

2404.07979

https://github.com/jeffreysijuntan/lloco

108

https://github.com/jeffreysijuntan/lloco

112

emnlp-main.1229

https://aclanthology.org/2024.emnlp-main.1229/

Poster

2209.00840

EMNLP2024

null

NaT

[ "Han, Simeng", "Schoelkopf, Hailey", "Zhao, Yilun", "Qi, Zhenting", "Riddell, Martin", "Zhou, Wenfei", "Coady, James", "Peng, David", "Qiao, Yujie", "Benson, Luke", "Sun, Lucy", "Wardle-Solano, Alex", "er", "Szab{\\'o}, Hannah", "Zubova, Ekaterina", "Burtell, Matthew", "Fan, Jonathan", "Liu, Yixin", "Wong, Brian", "Sailor, Malcolm", "Ni, Ansong", "Nan, Linyong", "Kasai, Jungo", "Yu, Tao", "Zhang, Rui", "Fabbri, Alex", "er", "Kryscinski, Wojciech Maciej", "Yavuz, Semih", "Liu, Ye", "Lin, Xi Victoria", "Joty, Shafiq", "Zhou, Yingbo", "Xiong, Caiming", "Ying, Rex", "Cohan, Arman", "Radev, Dragomir" ]

FOLIO: Natural Language Reasoning with First-Order Logic

2209.00840

https://github.com/yale-lily/folio

0

https://github.com/yale-lily/folio

111

emnlp-main.276

https://aclanthology.org/2024.emnlp-main.276/

Poster

2406.06973

EMNLP2024

null

NaT

[ "Gu, Tiancheng", "Yang, Kaicheng", "An, Xiang", "Feng, Ziyong", "Liu, Dongnan", "Cai, Weidong", "Deng, Jiankang" ]

RWKV-CLIP: A Robust Vision-Language Representation Learner

2406.06973

https://github.com/deepglint/rwkv-clip

0

https://github.com/deepglint/rwkv-clip

110

emnlp-demo.45

https://aclanthology.org/2024.emnlp-demo.45/

Poster

2404.03608

EMNLP2024

null

NaT

[ "Dou, Longxu", "Liu, Qian", "Zeng, Guangtao", "Guo, Jia", "Zhou, Jiahui", "Mao, Xin", "Jin, Ziqi", "Lu, Wei", "Lin, Min" ]

Sailor: Open Language Models for South-East Asia

2404.03608

https://github.com/sail-sg/sailor-llm

0

https://github.com/sail-sg/sailor-llm

109

emnlp-main.84

https://aclanthology.org/2024.emnlp-main.84/

Oral

2407.07071

EMNLP2024

null

11

2

0

[ "" ]

2024-07-10

[ "Chuang, Yung-Sung", "Qiu, Linlu", "Hsieh, Cheng-Yu", "Krishna, Ranjay", "Kim, Yoon", "Glass, James R." ]

Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

2407.07071

https://github.com/voidism/lookback-lens

0

https://github.com/voidism/lookback-lens

109

emnlp-main.499

https://aclanthology.org/2024.emnlp-main.499/

Poster

2404.10774

EMNLP2024

null

NaT

[ "Tang, Liyan", "Laban, Philippe", "Durrett, Greg" ]

MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents

2404.10774

https://github.com/liyan06/minicheck

0

https://github.com/liyan06/minicheck

103

findings-emnlp.22

https://aclanthology.org/2024.findings-emnlp.22/

Poster

2406.02377

EMNLP2024

null

NaT

[ "Ma, Qiyao", "Ren, Xubin", "Huang, Chao" ]

XRec: Large Language Models for Explainable Recommendation

https://github.com/hkuds/xrec

0

https://github.com/hkuds/xrec

102

emnlp-main.697

https://aclanthology.org/2024.emnlp-main.697/

Poster

2402.13717

EMNLP2024

null

NaT

[ "Yu, Xiaoyan", "Luo, Tongxu", "Wei, Yifan", "Lei, Fangyu", "Huang, Yiming", "Peng, Hao", "Zhu, Liehuang" ]

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent

2402.13717

https://github.com/weiyifan1023/neeko

0

https://github.com/weiyifan1023/neeko

100

findings-emnlp.181

https://aclanthology.org/2024.findings-emnlp.181/

Poster

2307.16645

EMNLP2024

null

NaT

[ "Jiang, Ting", "Huang, Shaohan", "Luan, Zhongzhi", "Wang, Deqing", "Zhuang, Fuzhen" ]

Scaling Sentence Embeddings with Large Language Models

2307.16645

https://github.com/kongds/scaling_sentemb

0

https://github.com/kongds/scaling_sentemb

98

emnlp-main.343

https://aclanthology.org/2024.emnlp-main.343/

Poster

2405.20974

EMNLP2024

null

NaT

[ "Xu, Tianyang", "Wu, Shujin", "Diao, Shizhe", "Liu, Xiaoze", "Wang, Xingyao", "Chen, Yangyi", "Gao, Jing" ]

SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales

2405.20974

https://github.com/xu1868/sayself

0

https://github.com/xu1868/sayself

96

emnlp-demo.6

https://aclanthology.org/2024.emnlp-demo.6/

Poster

2408.02901

EMNLP2024

[ "cs.CV", "cs.CL", "cs.MM" ]

cs.CV

null

2024-08-07

[ "Nishimura, Taichi", "Nakada, Shota", "Munakata, Hokuto", "Komatsu, Tatsuya" ]

Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection

https://github.com/line/lighthouse

0

https://github.com/line/lighthouse

94

emnlp-main.322

https://aclanthology.org/2024.emnlp-main.322/

Oral

2406.17419

EMNLP2024

null

16

1

0

[ "" ]

2024-06-26

[ "Wang, Minzheng", "Chen, Longze", "Cheng, Fu", "Liao, Shengyi", "Zhang, Xinghua", "Wu, Bingli", "Yu, Haiyang", "Xu, Nan", "Zhang, Lei", "Luo, Run", "Li, Yunshui", "Yang, Min", "Huang, Fei", "Li, Yongbin" ]

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

2406.17419

https://github.com/mozerwang/loong

0

https://github.com/mozerwang/loong

92

emnlp-main.562

https://aclanthology.org/2024.emnlp-main.562/

Poster

2404.19441

EMNLP2024

null

NaT

[ "Gu, Yuzhe", "Diao, Enmao" ]

ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers

2404.19441

https://github.com/yzguu830/efficient-speech-codec

0

https://github.com/yzguu830/efficient-speech-codec

91

findings-emnlp.641

https://aclanthology.org/2024.findings-emnlp.641/

Poster

2305.01795

EMNLP2024

null

NaT

[ "Lu, Yujie", "Lu, Pan", "Chen, Zhiyu", "Zhu, Wanrong", "Wang, Xin Eric", "Wang, William Yang" ]

Multimodal Procedural Planning via Dual Text-Image Prompting

2305.01795

https://github.com/yujielu10/mpp

0

https://github.com/yujielu10/mpp

90

emnlp-main.486

https://aclanthology.org/2024.emnlp-main.486/

Poster

2403.08319

EMNLP2024

null

NaT

[ "Xu, Rongwu", "Qi, Zehan", "Guo, Zhijiang", "Wang, Cunxiang", "Wang, Hongru", "Zhang, Yue", "Xu, Wei" ]

Knowledge Conflicts for LLMs: A Survey

2403.08319

https://github.com/pillowsofwind/knowledge-conflicts-survey

0

https://github.com/pillowsofwind/knowledge-conflicts-survey

86

emnlp-main.633

https://aclanthology.org/2024.emnlp-main.633/

Poster

2406.12246

EMNLP2024

null

34

2

3

0

1

[ "2024-06-19", "2024-06-19", "2024-06-19" ]

[ "" ]

[ "2024-06-18" ]

2024-06-19

[ "Lee, Byung-Kwan", "Chung, Sangyun", "Kim, Chae Won", "Park, Beomchan", "Ro, Yong Man" ]

TroL: Traversal of Layers for Large Language and Vision Models

2406.12246

https://github.com/byungkwanlee/trol

0

https://github.com/byungkwanlee/trol

86

emnlp-main.1209

https://aclanthology.org/2024.emnlp-main.1209/

Poster

2312.17235

EMNLP2024

null

NaT

[ "Zhang, Ce", "Lu, Taixi", "Islam, Md Mohaiminul", "Wang, Ziyang", "Yu, Shoubin", "Bansal, Mohit", "Bertasius, Gedas" ]

A Simple LLM Framework for Long-Range Video Question-Answering

2312.17235

https://github.com/ceezh/llovi

0

https://github.com/ceezh/llovi

83

emnlp-main.1259

https://aclanthology.org/2024.emnlp-main.1259/

Poster

2410.18050

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-10-24

[ "Zhao, Qingfei", "Wang, Ruobing", "Cen, Yukuo", "Zha, Daren", "Tan, Shicheng", "Dong, Yuxiao", "Tang, Jie" ]

LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering

2410.18050

https://github.com/qingfei1/longrag

0

https://github.com/qingfei1/longrag

79

findings-emnlp.569

https://aclanthology.org/2024.findings-emnlp.569/

Poster

2404.02893

EMNLP2024

null

20

1

0

[ "" ]

2024-04-04

[ "Xu, Yifan", "Liu, Xiao", "Liu, Xinghan", "Hou, Zhenyu", "Li, Yueyan", "Zhang, Xiaohan", "Wang, Zihan", "Zeng, Aohan", "Du, Zhengxiao", "Wenyi, Zhao", "Tang, Jie", "Dong, Yuxiao" ]

ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline

2404.02893

https://github.com/thudm/chatglm-math

0

https://github.com/thudm/chatglm-math

78

emnlp-main.742

https://aclanthology.org/2024.emnlp-main.742/

Poster

2402.13720

EMNLP2024

null

5

1

0

[ "" ]

2024-02-22

[ "Zhao, Weilin", "Huang, Yuxiang", "Han, Xu", "Xu, Wang", "Xiao, Chaojun", "Zhang, Xinrong", "Fang, Yewei", "Zhang, Kaihuo", "Liu, Zhiyuan", "Sun, Maosong" ]

Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding

2402.13720

https://github.com/thunlp/ouroboros

0

https://github.com/thunlp/ouroboros

76

emnlp-main.450

https://aclanthology.org/2024.emnlp-main.450/

Oral

2406.11909

EMNLP2024

null

3

1

0

[ "" ]

2024-06-19

[ "Wu, Taiqiang", "Wang, Jiahao", "Zhao, Zhe", "Wong, Ngai" ]

Mixture-of-Subspaces in Low-Rank Adaptation

2406.11909

https://github.com/wutaiqiang/moslora

0

https://github.com/wutaiqiang/moslora

76

findings-emnlp.235

https://aclanthology.org/2024.findings-emnlp.235/

Poster

2406.18139

EMNLP2024

null

NaT

[ "Wan, Zhongwei", "Wu, Ziang", "Liu, Che", "Huang, Jinfa", "Zhu, Zhihong", "Jin, Peng", "Wang, Longyue", "Yuan, Li" ]

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference

2406.18139

https://github.com/sustechbruce/look-m

0

https://github.com/sustechbruce/look-m

75

findings-emnlp.830

https://aclanthology.org/2024.findings-emnlp.830/

Poster

2311.09000

EMNLP2024

null

NaT

[ "Wang, Yuxia", "Gangi Reddy, Revanth", "Mujahid, Zain Muhammad", "Arora, Arnav", "Rubashevskii, Aleks", "r", "Geng, Jiahui", "Mohammed Afzal, Osama", "Pan, Liangming", "Borenstein, Nadav", "Pillai, Aditya", "Augenstein, Isabelle", "Gurevych, Iryna", "Nakov, Preslav" ]

Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers

2311.09000

https://github.com/yuxiaw/factcheck-gpt

0

https://github.com/yuxiaw/factcheck-gpt

74

emnlp-main.552

https://aclanthology.org/2024.emnlp-main.552/

Poster

2407.01370

EMNLP2024

null

85

6

0

1

0

[ "" ]

[ "2024-07-03" ]

[ "" ]

2024-07-03

[ "Laban, Philippe", "Fabbri, Alex", "er", "Xiong, Caiming", "Wu, Chien-Sheng" ]

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

2407.01370

https://github.com/salesforce/summary-of-a-haystack

0

https://github.com/salesforce/summary-of-a-haystack

72

findings-emnlp.369

https://aclanthology.org/2024.findings-emnlp.369/

Poster

2401.07867

EMNLP2024

null

NaT

[ "Macko, Dominik", "Moro, Robert", "Uchendu, Adaku", "Srba, Ivan", "Lucas, Jason S", "Yamashita, Michiharu", "Tripto, Nafis Irtiza", "Lee, Dongwon", "Simko, Jakub", "Bielikova, Maria" ]

Authorship Obfuscation in Multilingual Machine-Generated Text Detection

https://github.com/declipsonator/gptzzzs

0

https://github.com/declipsonator/gptzzzs

70

emnlp-main.296

https://aclanthology.org/2024.emnlp-main.296/

Poster

2406.10118

EMNLP2024

null

30

1

100

0

[ "2024-06-18" ]

[ "2024-06-24", "2024-06-18", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24", "2024-06-24" ]

[ "" ]

2024-06-17

[ "Lovenia, Holy", "Mahendra, Rahmad", "Akbar, Salsabil Maulana", "Mir", "a, Lester James Validad", "Santoso, Jennifer", "Aco, Elyanah", "Fadhilah, Akhdan", "Mansurov, Jonibek", "Imperial, Joseph Marvin", "Kampman, Onno P.", "Moniz, Joel Ruben Antony", "Habibi, Muhammad Ravi Shulthan", "Hudi, Frederikus", "Montalan, Jann Railey", "Hadiwijaya, Ryan Ignatius", "Lopo, Joanito Agili", "Nixon, William", "Karlsson, B{\\\"o}rje F.", "Jaya, James", "Di", "aru, Ry", "ito", "Gao, Yuze", "Irawan, Patrick Amadeus", "Wang, Bin", "Cruz, Jan Christian Blaise", "Whitehouse, Chenxi", "Parmonangan, Ivan Halim", "Khelli, Maria", "Zhang, Wenyu", "Susanto, Lucky", "Ry", "a, Reynard Adha", "Hermawan, Sonny Lazuardi", "Velasco, Dan John", "Kautsar, Muhammad Dehan Al", "Hendria, Willy Fitra", "Moslem, Yasmin", "Flynn, Noah", "Adilazuarda, Muhammad Farid", "Li, Haochen", "Lee, Johanes", "Damanhuri, R.", "Sun, Shuo", "Qorib, Muhammad Reza", "Djanibekov, Amirbek", "Leong, Wei Qi", "Do, Quyet V.", "Muennighoff, Niklas", "Pansuwan, Tanrada", "Putra, Ilham Firdausi", "Xu, Yan", "Chia, Tai Ngee", "Purwarianti, Ayu", "Ruder, Sebastian", "Tjhi, William Ch", "ra", "Limkonchotiwat, Peerat", "Aji, Alham Fikri", "Keh, Sedrick", "Winata, Genta Indra", "Zhang, Ruochen", "Koto, Fajri", "Yong, Zheng Xin", "Cahyawijaya, Samuel" ]

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

2406.10118

https://github.com/SEACrowd/seacrowd-datahub

65

https://github.com/SEACrowd/seacrowd-datahub

68

emnlp-main.28

https://aclanthology.org/2024.emnlp-main.28/

Poster

2402.18191

EMNLP2024

null

NaT

[ "Ge, Yuan", "Liu, Yilun", "Hu, Chi", "Meng, Weibin", "Tao, Shimin", "Zhao, Xiaofeng", "Xia, Mahong", "Li, Zhang", "Chen, Boxing", "Yang, Hao", "Li, Bei", "Xiao, Tong", "Zhu, JingBo" ]

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

https://github.com/ironbeliever/car

0

https://github.com/ironbeliever/car

67

emnlp-main.548

https://aclanthology.org/2024.emnlp-main.548/

Poster

2404.03868

EMNLP2024

null

NaT

[ "Zhang, Bowen", "Soh, Harold" ]

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction

https://github.com/clear-nus/edc

0

https://github.com/clear-nus/edc

67

findings-emnlp.268

https://aclanthology.org/2024.findings-emnlp.268/

Poster

2406.17294

EMNLP2024

null

10

1

0

[ "2024-06-26" ]

[ "2024-06-27" ]

[ "" ]

2024-06-27

[ "Shi, Wenhao", "Hu, Zhiqiang", "Bin, Yi", "Liu, Junhua", "Yang, Yang", "Ng, See-Kiong", "Bing, Lidong", "Lee, Roy Ka-Wei" ]

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

2406.17294

https://github.com/hzq950419/math-llava

0

https://github.com/hzq950419/math-llava

67

findings-emnlp.510

https://aclanthology.org/2024.findings-emnlp.510/

Poster

2407.02483

EMNLP2024

null

NaT

[ "Li, Binxu", "Yan, Tiankai", "Pan, Yuanting", "Luo, Jie", "Ji, Ruiyang", "Ding, Jiayuan", "Xu, Zhe", "Liu, Shilong", "Dong, Haoyu", "Lin, Zihao", "Wang, Yixin" ]

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

https://github.com/Wangyixinxin/MMedAgent

0

https://github.com/Wangyixinxin/MMedAgent

67