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

emnlp-demo.17

https://aclanthology.org/2024.emnlp-demo.17/

Poster

2408.02248

EMNLP2024

[ "cs.CL", "cs.MA", "cs.SE", "I.2.7" ]

cs.CL

null

2024-08-06

[ "Zhu, Andrew", "Dugan, Liam", "Callison-Burch, Chris" ]

ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems

2408.02248

https://github.com/zhudotexe/redel

0

https://github.com/zhudotexe/redel

64

emnlp-main.1245

https://aclanthology.org/2024.emnlp-main.1245/

Poster

2401.07128

EMNLP2024

null

NaT

[ "Shi, Wenqi", "Xu, Ran", "Zhuang, Yuchen", "Yu, Yue", "Zhang, Jieyu", "Wu, Hang", "Zhu, Yu", "a", "Ho, Joyce C.", "Yang, Carl", "Wang, May Dongmei" ]

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records

https://github.com/wshi83/ehragent

0

https://github.com/wshi83/ehragent

63

findings-emnlp.221

https://aclanthology.org/2024.findings-emnlp.221/

Poster

2404.10237

EMNLP2024

null

NaT

[ "Jiang, Songtao", "Zheng, Tuo", "Zhang, Yan", "Jin, Yeying", "Yuan, Li", "Liu, Zuozhu" ]

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models

2404.10237

https://github.com/jiangsongtao/tinymed

0

https://github.com/jiangsongtao/tinymed

63

wmt-1.35

https://aclanthology.org/2024.wmt-1.35/

Poster

2410.03983

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-10-05

[ "Juraska, Juraj", "Deutsch, Daniel", "Finkelstein, Mara", "Freitag, Markus" ]

MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task

https://github.com/google-research/metricx

0

https://github.com/google-research/metricx

63

emnlp-main.840

https://aclanthology.org/2024.emnlp-main.840/

Poster

2407.18940

EMNLP2024

null

NaT

[ "Ajith, Anirudh", "Xia, Mengzhou", "Chevalier, Alexis", "Goyal, Tanya", "Chen, Danqi", "Gao, Tianyu" ]

LitSearch: A Retrieval Benchmark for Scientific Literature Search

2407.18940

https://github.com/princeton-nlp/litsearch

0

https://github.com/princeton-nlp/litsearch

62

findings-emnlp.79

https://aclanthology.org/2024.findings-emnlp.79/

Poster

2401.10019

EMNLP2024

null

NaT

[ "Yuan, Tongxin", "He, Zhiwei", "Dong, Lingzhong", "Wang, Yiming", "Zhao, Ruijie", "Xia, Tian", "Xu, Lizhen", "Zhou, Binglin", "Li, Fangqi", "Zhang, Zhuosheng", "Wang, Rui", "Liu, Gongshen" ]

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents

https://github.com/lordog/r-judge

0

https://github.com/lordog/r-judge

61

findings-emnlp.631

https://aclanthology.org/2024.findings-emnlp.631/

Poster

2407.05975

EMNLP2024

null

34

2

12

0

4

[ "2024-07-26", "2024-07-26", "2024-07-21", "2024-07-21", "2024-07-13", "2024-07-14", "2024-07-21", "2024-07-21", "2024-07-21", "2024-07-16", "2024-07-16", "2024-08-20" ]

[ "" ]

[ "2024-08-05", "2024-07-11", "2024-07-25", "2024-08-05" ]

2024-07-09

[ "Lu, Yinquan", "Zhu, Wenhao", "Li, Lei", "Qiao, Yu", "Yuan, Fei" ]

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages

2407.05975

https://github.com/cone-mt/llamax

0

https://github.com/cone-mt/llamax

61

findings-emnlp.352

https://aclanthology.org/2024.findings-emnlp.352/

Poster

2401.08438

EMNLP2024

null

NaT

[ "Lv, Yaojia", "Pan, Haojie", "Wang, Zekun", "Liang, Jiafeng", "Liu, Yuanxing", "Fu, Ruiji", "Liu, Ming", "Wang, Zhongyuan", "Qin, Bing" ]

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models

2401.08438

https://github.com/kwaikeg/coggpt

0

https://github.com/kwaikeg/coggpt

60

findings-emnlp.969

https://aclanthology.org/2024.findings-emnlp.969/

Poster

2406.01171

EMNLP2024

null

NaT

[ "Tseng, Yu-Min", "Huang, Yu-Chao", "Hsiao, Teng-Yun", "Chen, Wei-Lin", "Huang, Chao-Wei", "Meng, Yu", "Chen, Yun-Nung" ]

Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

2406.01171

https://github.com/miulab/personallm-survey

0

https://github.com/miulab/personallm-survey

56

emnlp-main.1072

https://aclanthology.org/2024.emnlp-main.1072/

Poster

2407.07053

EMNLP2024

null

41

3

0

1

0

[ "" ]

[ "2024-10-16" ]

[ "" ]

2024-07-12

[ "Zhang, Wenqi", "Cheng, Zhenglin", "He, Yuanyu", "Wang, Mengna", "Shen, Yongliang", "Tan, Zeqi", "Hou, Guiyang", "He, Mingqian", "Ma, Yanna", "Lu, Weiming", "Zhuang, Yueting" ]

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

2407.07053

https://github.com/zwq2018/multi-modal-self-instruct

0

https://github.com/zwq2018/multi-modal-self-instruct

55

findings-emnlp.490

https://aclanthology.org/2024.findings-emnlp.490/

Poster

2407.13647

EMNLP2024

null

NaT

[ "Yang, Yuqing", "Ma, Yan", "Liu, Pengfei" ]

Weak-to-Strong Reasoning

2407.13647

https://github.com/gair-nlp/weak-to-strong-reasoning

0

https://github.com/gair-nlp/weak-to-strong-reasoning

54

findings-emnlp.99

https://aclanthology.org/2024.findings-emnlp.99/

Poster

2406.12585

EMNLP2024

null

NaT

[ "Yu, Yao-Ching", "Kuo, Chun Chih", "Ziqi, Ye", "Yucheng, Chang", "Li, Yueh-Se" ]

Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling

https://github.com/yaoching0/gac

0

https://github.com/yaoching0/gac

53

findings-emnlp.595

https://aclanthology.org/2024.findings-emnlp.595/

Poster

2407.12857

EMNLP2024

null

NaT

[ "Yu, Jianxiang", "Ding, Zichen", "Tan, Jiaqi", "Luo, Kangyang", "Weng, Zhenmin", "Gong, Chenghua", "Zeng, Long", "Cui, RenJing", "Han, Chengcheng", "Sun, Qiushi", "Wu, Zhiyong", "Lan, Yunshi", "Li, Xiang" ]

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis

2407.12857

https://github.com/ecnu-sea/SEA

0

https://github.com/ecnu-sea/SEA

50

findings-emnlp.266

https://aclanthology.org/2024.findings-emnlp.266/

Poster

2407.01527

EMNLP2024

null

NaT

[ "Yuan, Jiayi", "Liu, Hongyi", "Zhong, Shaochen", "Chuang, Yu-Neng", "Li, Songchen", "Wang, Guanchu", "Le, Duy", "Jin, Hongye", "Chaudhary, Vipin", "Xu, Zhaozhuo", "Liu, Zirui", "Hu, Xia" ]

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches

2407.01527

https://github.com/henryzhongsc/longctx_bench

0

https://github.com/henryzhongsc/longctx_bench

49

findings-emnlp.885

https://aclanthology.org/2024.findings-emnlp.885/

Poster

2407.18698

EMNLP2024

null

NaT

[ "Garces Arias, Esteban", "Rodemann, Julian", "Li, Meimingwei", "Heumann, Christian", "A{\\ss}enmacher, Matthias" ]

Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation

https://github.com/YecanLee/Adaptive-Contrastive-Search

0

https://github.com/YecanLee/Adaptive-Contrastive-Search

49

findings-emnlp.702

https://aclanthology.org/2024.findings-emnlp.702/

Poster

2403.02713

EMNLP2024

null

NaT

[ "Zhang, Jiwen", "Wu, Jihao", "Yihua, Teng", "Liao, Minghui", "Xu, Nuo", "Xiao, Xiao", "Wei, Zhongyu", "Tang, Duyu" ]

Android in the Zoo: Chain-of-Action-Thought for GUI Agents

2403.02713

https://github.com/imnearth/coat

0

https://github.com/imnearth/coat

48

emnlp-main.104

https://aclanthology.org/2024.emnlp-main.104/

Poster

2302.12563

EMNLP2024

null

NaT

[ "Ma, Chang", "Zhao, Haiteng", "Zheng, Lin", "Xin, Jiayi", "Li, Qintong", "Wu, Lijun", "Deng, Zhihong", "Lu, Yang Young", "Liu, Qi", "Wang, Sheng", "Kong, Lingpeng" ]

Retrieved Sequence Augmentation for Protein Representation Learning

https://github.com/hkunlp/rsa

0

https://github.com/hkunlp/rsa

45

emnlp-main.817

https://aclanthology.org/2024.emnlp-main.817/

Poster

2406.12050

EMNLP2024

null

18

1

0

[ "" ]

2024-06-19

[ "Zhang, Zhihan", "Ge, Tao", "Liang, Zhenwen", "Yu, Wenhao", "Yu, Dian", "Jia, Mengzhao", "Yu, Dong", "Jiang, Meng" ]

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

2406.12050

https://github.com/ytyz1307zzh/RefAug

0

https://github.com/ytyz1307zzh/RefAug

45

findings-emnlp.78

https://aclanthology.org/2024.findings-emnlp.78/

Poster

2404.10346

EMNLP2024

null

NaT

[ "Hwang, Hyeonbin", "Kim, Doyoung", "Kim, Seungone", "Ye, Seonghyeon", "Seo, Minjoon" ]

Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards

2404.10346

https://github.com/hbin0701/Self-Explore

0

https://github.com/hbin0701/Self-Explore

44

findings-emnlp.377

https://aclanthology.org/2024.findings-emnlp.377/

Poster

2406.17526

EMNLP2024

null

NaT

[ "Duarte, Andr{\\'e} V.", "Marques, Jo{\\~a}o DS", "Gra{\\c{c}}a, Miguel", "Freire, Miguel", "Li, Lei", "Oliveira, Arlindo L." ]

LumberChunker: Long-Form Narrative Document Segmentation

2406.17526

https://github.com/joaodsmarques/lumberchunker

0

https://github.com/joaodsmarques/lumberchunker

43

findings-emnlp.411

https://aclanthology.org/2024.findings-emnlp.411/

Poster

2310.20246

EMNLP2024

null

NaT

[ "Chen, Nuo", "Zheng, Zinan", "Wu, Ning", "Gong, Ming", "Zhang, Dongmei", "Li, Jia" ]

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations

2310.20246

https://github.com/microsoft/MathOctopus

0

https://github.com/microsoft/MathOctopus

42

findings-emnlp.797

https://aclanthology.org/2024.findings-emnlp.797/

Poster

2402.05000

EMNLP2024

null

NaT

[ "Sonkar, Shashank", "Ni, Kangqi", "Chaudhary, Sapana", "Baraniuk, Richard" ]

Pedagogical Alignment of Large Language Models

2402.05000

https://github.com/luffycodes/tutorbot-spock

39

https://github.com/luffycodes/tutorbot-spock

42

emnlp-main.466

https://aclanthology.org/2024.emnlp-main.466/

Poster

2410.00316

EMNLP2024

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

cs.CL

4

2

0

1

[ "" ]

[ "2024-10-03" ]

2024-10-03

[ "Chen, Haozhe", "Chen, Run", "Hirschberg, Julia" ]

EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control

2410.00316

https://github.com/tonychenxyz/emoknob

0

https://github.com/tonychenxyz/emoknob

42

findings-emnlp.119

https://aclanthology.org/2024.findings-emnlp.119/

Poster

2405.04819

EMNLP2024

null

NaT

[ "Li, Dawei", "Yang, Shu", "Tan, Zhen", "Baik, Jae Young", "Yun, Sukwon", "Lee, Joseph", "Chacko, Aaron", "Hou, Bojian", "Duong-Tran, Duy", "Ding, Ying", "Liu, Huan", "Shen, Li", "Chen, Tianlong" ]

DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature

https://github.com/david-li0406/dalk

0

https://github.com/david-li0406/dalk

41

emnlp-main.99

https://aclanthology.org/2024.emnlp-main.99/

Oral

2406.18530

EMNLP2024

null

12

2

0

1

0

[ "" ]

[ "2024-07-02" ]

[ "" ]

2024-06-27

[ "Rao, Jiayuan", "Wu, Haoning", "Liu, Chang", "Wang, Yanfeng", "Xie, Weidi" ]

MatchTime: Towards Automatic Soccer Game Commentary Generation

2406.18530

https://github.com/jyrao/MatchTime

0

https://github.com/jyrao/MatchTime

41

findings-emnlp.570

https://aclanthology.org/2024.findings-emnlp.570/

Poster

2408.13933

EMNLP2024

[ "cs.CL" ]

cs.CL

13

2

0

[ "" ]

2024-08-27

[ "Tan, Fuwen", "Lee, Royson", "Dudziak, {\\L}ukasz", "Hu, Shell Xu", "Bhattacharya, Sourav", "Hospedales, Timothy", "Tzimiropoulos, Georgios", "Martinez, Brais" ]

MobileQuant: Mobile-friendly Quantization for On-device Language Models

2408.13933

https://github.com/saic-fi/mobilequant

0

https://github.com/saic-fi/mobilequant

41

emnlp-main.711

https://aclanthology.org/2024.emnlp-main.711/

Poster

2405.19660

EMNLP2024

null

NaT

[ "Wang, Ruiyi", "Milani, Stephanie", "Chiu, Jamie C.", "Zhi, Jiayin", "Eack, Shaun M.", "Labrum, Travis", "Murphy, Samuel M", "Jones, Nev", "Hardy, Kate V", "Shen, Hong", "Fang, Fei", "Chen, Zhiyu" ]

PATIENT-ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals

2405.19660

https://github.com/ruiyiw/patient-psi

0

https://github.com/ruiyiw/patient-psi

40

emnlp-main.62

https://aclanthology.org/2024.emnlp-main.62/

Poster

2407.05131

EMNLP2024

null

24

3

0

[ "" ]

2024-07-08

[ "Xia, Peng", "Zhu, Kangyu", "Li, Haoran", "Zhu, Hongtu", "Li, Yun", "Li, Gang", "Zhang, Linjun", "Yao, Huaxiu" ]

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

2407.05131

https://github.com/richard-peng-xia/rule

0

https://github.com/richard-peng-xia/rule

40

emnlp-demo.33

https://aclanthology.org/2024.emnlp-demo.33/

Poster

2411.01751

EMNLP2024

null

NaT

[ "Wang, Tevin", "He, Jingyuan", "Xiong, Chenyan" ]

RAGViz: Diagnose and Visualize Retrieval-Augmented Generation

https://github.com/cxcscmu/ragviz

0

https://github.com/cxcscmu/ragviz

40

findings-emnlp.230

https://aclanthology.org/2024.findings-emnlp.230/

Poster

2403.03514

EMNLP2024

null

NaT

[ "Qiu, Zexuan", "Li, Jingjing", "Huang, Shijue", "Jiao, Xiaoqi", "Zhong, Wanjun", "King, Irwin" ]

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models

https://github.com/zexuanqiu/clongeval

0

https://github.com/zexuanqiu/clongeval

38

findings-emnlp.637

https://aclanthology.org/2024.findings-emnlp.637/

Poster

2404.15846

EMNLP2024

null

NaT

[ "He, Qianyu", "Zeng, Jie", "He, Qianxi", "Liang, Jiaqing", "Xiao, Yanghua" ]

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models

2404.15846

https://github.com/meowpass/followcomplexinstruction

0

https://github.com/meowpass/followcomplexinstruction

38

emnlp-main.1070

https://aclanthology.org/2024.emnlp-main.1070/

Oral

2406.03872

EMNLP2024

null

NaT

[ "Wang, Chen", "Liao, Minpeng", "Huang, Zhongqiang", "Wu, Junhong", "Zong, Chengqing", "Zhang, Jiajun" ]

BLSP-Emo: Towards Empathetic Large Speech-Language Models

2406.03872

https://github.com/cwang621/blsp-emo

0

https://github.com/cwang621/blsp-emo

38

findings-emnlp.397

https://aclanthology.org/2024.findings-emnlp.397/

Poster

2406.16714

EMNLP2024

null

10

2

0

[ "" ]

2024-06-25

[ "Cheng, Jiale", "Lu, Yida", "Gu, Xiaotao", "Ke, Pei", "Liu, Xiao", "Dong, Yuxiao", "Wang, Hongning", "Tang, Jie", "Huang, Minlie" ]

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models

2406.16714

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

0

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

38

emnlp-main.250

https://aclanthology.org/2024.emnlp-main.250/

Poster

2404.18424

EMNLP2024

null

NaT

[ "Zhuang, Shengyao", "Ma, Xueguang", "Koopman, Bevan", "Lin, Jimmy", "Zuccon, Guido" ]

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

2404.18424

https://github.com/ielab/promptreps

0

https://github.com/ielab/promptreps

37

emnlp-main.1010

https://aclanthology.org/2024.emnlp-main.1010/

Poster

2406.17328

EMNLP2024

null

NaT

[ "Zhang, Songming", "Zhang, Xue", "Sun, Zengkui", "Chen, Yufeng", "Xu, Jinan" ]

Dual-Space Knowledge Distillation for Large Language Models

https://github.com/songmzhang/dskd

0

https://github.com/songmzhang/dskd

37

findings-emnlp.548

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

Poster

2402.11161

EMNLP2024

null

NaT

[ "Li, Zongxia", "Mondal, Ishani", "Nghiem, Huy", "Liang, Yijun", "Boyd-Graber, Jordan Lee" ]

PEDANTS: Cheap but Effective and Interpretable Answer Equivalence

2402.11161

https://github.com/zli12321/qa_metrics

0

https://github.com/zli12321/qa_metrics

36

findings-emnlp.288

https://aclanthology.org/2024.findings-emnlp.288/

Poster

2404.15238

EMNLP2024

null

NaT

[ "Shi, Weiyan", "Li, Ryan", "Zhang, Yutong", "Ziems, Caleb", "Yu, Sunny", "Horesh, Raya", "Paula, Rog{\\'e}rio Abreu De", "Yang, Diyi" ]

CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies

https://github.com/salt-nlp/culturebank

32

https://github.com/salt-nlp/culturebank

36

emnlp-demo.23

https://aclanthology.org/2024.emnlp-demo.23/

Poster

2405.05583

EMNLP2024

null

NaT

[ "Iqbal, Hasan", "Wang, Yuxia", "Wang, Minghan", "Georgiev, Georgi Nenkov", "Geng, Jiahui", "Gurevych, Iryna", "Nakov, Preslav" ]

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs

2405.05583

https://github.com/yuxiaw/openfactcheck

0

https://github.com/yuxiaw/openfactcheck

36

emnlp-main.819

https://aclanthology.org/2024.emnlp-main.819/

Poster

2405.15012

EMNLP2024

null

NaT

[ "Zhang, Collin", "Morris, John Xavier", "Shmatikov, Vitaly" ]

Extracting Prompts by Inverting LLM Outputs

2405.15012

https://github.com/collinzrj/output2prompt

0

https://github.com/collinzrj/output2prompt

35

emnlp-main.416

https://aclanthology.org/2024.emnlp-main.416/

Poster

2311.08562

EMNLP2024

null

NaT

[ "Xu, Lin", "Hu, Zhiyuan", "Zhou, Daquan", "Ren, Hongyu", "Dong, Zhen", "Keutzer, Kurt", "Ng, See-Kiong", "Feng, Jiashi" ]

MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

2311.08562

https://github.com/cathyxl/magic

0

https://github.com/cathyxl/magic

34

emnlp-main.419

https://aclanthology.org/2024.emnlp-main.419/

Oral

2405.05008

EMNLP2024

null

NaT

[ "Qi, Yunjia", "Peng, Hao", "Wang, Xiaozhi", "Xu, Bin", "Hou, Lei", "Li, Juanzi" ]

ADELIE: Aligning Large Language Models on Information Extraction

2405.05008

https://github.com/THU-KEG/ADELIE

0

https://github.com/THU-KEG/ADELIE

34

emnlp-main.70

https://aclanthology.org/2024.emnlp-main.70/

Poster

2406.12708

EMNLP2024

null

NaT

[ "Jin, Yiqiao", "Zhao, Qinlin", "Wang, Yiyang", "Chen, Hao", "Zhu, Kaijie", "Xiao, Yijia", "Wang, Jindong" ]

AgentReview: Exploring Peer Review Dynamics with LLM Agents

2406.12708

https://github.com/ahren09/agentreview

0

https://github.com/ahren09/agentreview

34

emnlp-main.934

https://aclanthology.org/2024.emnlp-main.934/

Poster

2401.04700

EMNLP2024

null

NaT

[ "Gu, Jia-Chen", "Xu, Hao-Xiang", "Ma, Jun-Yu", "Lu, Pan", "Ling, Zhen-Hua", "Chang, Kai-Wei", "Peng, Nanyun" ]

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue

2401.04700

https://github.com/jasonforjoy/model-editing-hurt

0

https://github.com/jasonforjoy/model-editing-hurt

33

emnlp-main.836

https://aclanthology.org/2024.emnlp-main.836/

Poster

2406.16845

EMNLP2024

null

4

1

2

0

[ "2024-07-23" ]

[ "2024-09-06", "2024-07-01" ]

[ "" ]

2024-07-01

[ "Zhao, Weike", "Wu, Chaoyi", "Zhang, Xiaoman", "Zhang, Ya", "Wang, Yanfeng", "Xie, Weidi" ]

RaTEScore: A Metric for Radiology Report Generation

2406.16845

https://github.com/MAGIC-AI4Med/RaTEScore

0

https://github.com/MAGIC-AI4Med/RaTEScore

33

nlp4science-1.10

https://aclanthology.org/2024.nlp4science-1.10/

Poster

2404.04326

EMNLP2024

null

NaT

[ "Zhou, Yangqiaoyu", "Liu, Haokun", "Srivastava, Tejes", "Mei, Hongyuan", "Tan, Chenhao" ]

Hypothesis Generation with Large Language Models

https://github.com/chicagohai/hypothesis-generation

0

https://github.com/chicagohai/hypothesis-generation

32

emnlp-main.895

https://aclanthology.org/2024.emnlp-main.895/

Poster

2401.02906

EMNLP2024

null

NaT

[ "Pi, Renjie", "Han, Tianyang", "Zhang, Jianshu", "Xie, Yueqi", "Pan, Rui", "Lian, Qing", "Dong, Hanze", "Zhang, Jipeng", "Zhang, Tong" ]

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance

https://github.com/pipilurj/mllm-protector

0

https://github.com/pipilurj/mllm-protector

31

emnlp-main.1124

https://aclanthology.org/2024.emnlp-main.1124/

Poster

2401.16745

EMNLP2024

null

NaT

[ "Kwan, Wai-Chung", "Zeng, Xingshan", "Jiang, Yuxin", "Wang, Yufei", "Li, Liangyou", "Shang, Lifeng", "Jiang, Xin", "Liu, Qun", "Wong, Kam-Fai" ]

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models

2401.16745

https://github.com/kwanwaichung/mt-eval

0

https://github.com/kwanwaichung/mt-eval

31

findings-emnlp.139

https://aclanthology.org/2024.findings-emnlp.139/

Poster

2406.05644

EMNLP2024

null

NaT

[ "Zhou, Zhenhong", "Yu, Haiyang", "Zhang, Xinghua", "Xu, Rongwu", "Huang, Fei", "Li, Yongbin" ]

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States

https://github.com/ydyjya/llm-ihs-explanation

0

https://github.com/ydyjya/llm-ihs-explanation

31

emnlp-main.93

https://aclanthology.org/2024.emnlp-main.93/

Poster

2406.11176

EMNLP2024

null

NaT

[ "Xiong, Weimin", "Song, Yifan", "Zhao, Xiutian", "Wu, Wenhao", "Wang, Xun", "Wang, Ke", "Li, Cheng", "Peng, Wei", "Li, Sujian" ]

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement

2406.11176

https://github.com/weiminxiong/ipr

0

https://github.com/weiminxiong/ipr

31

emnlp-main.667

https://aclanthology.org/2024.emnlp-main.667/

Poster

2407.03203

EMNLP2024

null

10

1

0

[ "2024-09-24" ]

[ "2024-07-12" ]

[ "" ]

2024-07-10

[ "Wang, Ruida", "Zhang, Jipeng", "Jia, Yizhen", "Pan, Rui", "Diao, Shizhe", "Pi, Renjie", "Zhang, Tong" ]

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts

2407.03203

https://github.com/RickySkywalker/TheoremLlama

0

https://github.com/RickySkywalker/TheoremLlama

31

emnlp-demo.37

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

Poster

2408.04167

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-08-09

[ "Deguchi, Hiroyuki", "Sakai, Yusuke", "Kamigaito, Hidetaka", "Watanabe, Taro" ]

mbrs: A Library for Minimum Bayes Risk Decoding

https://github.com/naist-nlp/mbrs

27

https://github.com/naist-nlp/mbrs

31

emnlp-main.702

https://aclanthology.org/2024.emnlp-main.702/

Poster

2409.07440

EMNLP2024

[ "cs.AI", "cs.CL", "cs.SE" ]

cs.AI

6

2

0

[ "" ]

2024-09-12

[ "Bogin, Ben", "Yang, Kejuan", "Gupta, Shashank", "Richardson, Kyle", "Bransom, Erin", "Clark, Peter", "Sabharwal, Ashish", "Khot, Tushar" ]

SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories

2409.07440

https://github.com/allenai/super-benchmark

0

https://github.com/allenai/super-benchmark

31

findings-emnlp.889

https://aclanthology.org/2024.findings-emnlp.889/

Poster

2410.09489

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-10-13

[ "Kim, Sungkyung", "Lee, Adam", "Park, Junyoung", "Chung, Andrew", "Oh, Jusang", "Lee, Jay-Yoon" ]

Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks

https://github.com/attentionx/instructblip_peft

0

https://github.com/attentionx/instructblip_peft

31

emnlp-main.475

https://aclanthology.org/2024.emnlp-main.475/

Poster

2406.11827

EMNLP2024

null

14

1

9

0

[ "2024-08-21", "2024-08-22", "2024-09-09", "2024-07-24", "2024-08-22", "2024-07-24", "2024-08-21", "2024-08-08", "2024-08-23" ]

[ "" ]

2024-06-18

[ "Zhou, Wenxuan", "Agrawal, Ravi", "Zhang, Shujian", "Indurthi, Sathish Reddy", "Zhao, Sanqiang", "Song, Kaiqiang", "Xu, Silei", "Zhu, Chenguang" ]

WPO: Enhancing RLHF with Weighted Preference Optimization

2406.11827

https://github.com/wzhouad/wpo

0

https://github.com/wzhouad/wpo

29

findings-emnlp.60

https://aclanthology.org/2024.findings-emnlp.60/

Poster

2407.02511

EMNLP2024

null

NaT

[ "Meng, Silin", "Wang, Yiwei", "Yang, Cheng-Fu", "Peng, Nanyun", "Chang, Kai-Wei" ]

LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning

https://github.com/SilinMeng0510/llm-astar

0

https://github.com/SilinMeng0510/llm-astar

29

findings-emnlp.417

https://aclanthology.org/2024.findings-emnlp.417/

Poster

2402.10685

EMNLP2024

null

NaT

[ "Lu, Yi", "Zhou, Xin", "He, Wei", "Zhao, Jun", "Ji, Tao", "Gui, Tao", "Zhang, Qi", "Huang, Xuanjing" ]

LongHeads: Multi-Head Attention is Secretly a Long Context Processor

2402.10685

https://github.com/lululuyi/longheads

0

https://github.com/lululuyi/longheads

28

findings-emnlp.327

https://aclanthology.org/2024.findings-emnlp.327/

Poster

2402.13583

EMNLP2024

null

NaT

[ "Liu, Xiaoran", "Lv, Kai", "Guo, Qipeng", "Yan, Hang", "He, Conghui", "Qiu, Xipeng", "Lin, Dahua" ]

LongWanjuan: Towards Systematic Measurement for Long Text Quality

2402.13583

https://github.com/openlmlab/longwanjuan

0

https://github.com/openlmlab/longwanjuan

28

findings-emnlp.740

https://aclanthology.org/2024.findings-emnlp.740/

Poster

2411.07598

EMNLP2024

[ "cs.CL", "cs.AI" ]

cs.CL

null

2024-11-13

[ "Wang, Rose E", "Wirawarn, Pawan", "Lam, Kenny", "Khattab, Omar", "Demszky, Dorottya" ]

Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations

https://github.com/rosewang2008/posr

0

https://github.com/rosewang2008/posr

28

findings-emnlp.853

https://aclanthology.org/2024.findings-emnlp.853/

Poster

2406.18921

EMNLP2024

null

NaT

[ "Ran, Yiting", "Wang, Xintao", "Xu, Rui", "Yuan, Xinfeng", "Liang, Jiaqing", "Xiao, Yanghua", "Yang, Deqing" ]

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data

https://github.com/alienet1109/rolepersonality

0

https://github.com/alienet1109/rolepersonality

27

blackboxnlp-1.25

https://aclanthology.org/2024.blackboxnlp-1.25/

Poster

2310.10348

EMNLP2024

null

NaT

[ "Syed, Aaquib", "Rager, Can", "Conmy, Arthur" ]

Attribution Patching Outperforms Automated Circuit Discovery

https://github.com/aaquib111/acdcpp

23

https://github.com/aaquib111/acdcpp

26

emnlp-main.321

https://aclanthology.org/2024.emnlp-main.321/

Poster

2402.17497

EMNLP2024

null

NaT

[ "Wang, Yuhao", "Ren, Ruiyang", "Li, Junyi", "Zhao, Xin", "Liu, Jing", "Wen, Ji-Rong" ]

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering

2402.17497

https://github.com/rucaibox/rear

0

https://github.com/rucaibox/rear

26

findings-emnlp.232

https://aclanthology.org/2024.findings-emnlp.232/

Poster

2404.12135

EMNLP2024

null

NaT

[ "Zhang, Wei", "Guo, Hongcheng", "Yang, Jian", "Tian, Zhoujin", "Zhang, Yi", "Chaoran, Yan", "Li, Zhoujun", "Li, Tongliang", "Shi, Xu", "Zheng, Liangfan", "Zhang, Bo" ]

mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture

https://github.com/knediny/mABC

0

https://github.com/knediny/mABC

26

emnlp-main.249

https://aclanthology.org/2024.emnlp-main.249/

Poster

2407.13998

EMNLP2024

null

NaT

[ "Han, Rujun", "Zhang, Yuhao", "Qi, Peng", "Xu, Yumo", "Wang, Jenyuan", "Liu, Lan", "Wang, William Yang", "Min, Bonan", "Castelli, Vittorio" ]

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering

2407.13998

https://github.com/awslabs/rag-qa-arena

0

https://github.com/awslabs/rag-qa-arena

26

findings-emnlp.290

https://aclanthology.org/2024.findings-emnlp.290/

Poster

2311.01477

EMNLP2024

null

NaT

[ "Jing, Liqiang", "Li, Ruosen", "Chen, Yunmo", "Du, Xinya" ]

FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

2311.01477

https://github.com/bcdnlp/faithscore

0

https://github.com/bcdnlp/faithscore

25

emnlp-main.585

https://aclanthology.org/2024.emnlp-main.585/

Poster

2401.11206

EMNLP2024

null

NaT

[ "Wang, Pengyu", "Zhang, Dong", "Li, Linyang", "Tan, Chenkun", "Wang, Xinghao", "Zhang, Mozhi", "Ren, Ke", "Jiang, Botian", "Qiu, Xipeng" ]

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance

2401.11206

https://github.com/jihuai-wpy/inferaligner

0

https://github.com/jihuai-wpy/inferaligner

25

findings-emnlp.585

https://aclanthology.org/2024.findings-emnlp.585/

Poster

2402.01586

EMNLP2024

null

NaT

[ "Hua, Wenyue", "Yang, Xianjun", "Jin, Mingyu", "Li, Zelong", "Cheng, Wei", "Tang, Ruixiang", "Zhang, Yongfeng" ]

TrustAgent: Towards Safe and Trustworthy LLM-based Agents

https://github.com/agiresearch/trustagent

0

https://github.com/agiresearch/trustagent

25

findings-emnlp.989

https://aclanthology.org/2024.findings-emnlp.989/

Poster

2402.13253

EMNLP2024

null

NaT

[ "Pieri, Sara", "Mullappilly, Sahal Shaji", "Khan, Fahad Shahbaz", "Anwer, Rao Muhammad", "Khan, Salman", "Baldwin, Timothy", "Cholakkal, Hisham" ]

BiMediX: Bilingual Medical Mixture of Experts LLM

2402.13253

https://github.com/mbzuai-oryx/bimedix

0

https://github.com/mbzuai-oryx/bimedix

25

findings-emnlp.678

https://aclanthology.org/2024.findings-emnlp.678/

Poster

2406.13249

EMNLP2024

null

NaT

[ "Ye, Fuda", "Li, Shuangyin", "Zhang, Yongqi", "Chen, Lei" ]

R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation

2406.13249

https://github.com/yefd/RRAG

0

https://github.com/yefd/RRAG

25

emnlp-main.556

https://aclanthology.org/2024.emnlp-main.556/

Poster

2402.16050

EMNLP2024

null

NaT

[ "Wang, Yuxuan", "Wang, Yueqian", "Wu, Pengfei", "Liang, Jianxin", "Zhao, Dongyan", "Liu, Yang", "Zheng, Zilong" ]

Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge

2402.16050

https://github.com/bigai-nlco/lstp-chat

0

https://github.com/bigai-nlco/lstp-chat

24

findings-emnlp.649

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

Poster

2406.13807

EMNLP2024

null

NaT

[ "Suglia, Aless", "ro", "Greco, Claudio", "Baker, Katie", "Part, Jose L.", "Papaioannou, Ioannis", "Eshghi, Arash", "Konstas, Ioannis", "Lemon, Oliver" ]

AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding

2406.13807

https://github.com/alanaai/evud

0

https://github.com/alanaai/evud

24

findings-emnlp.600

https://aclanthology.org/2024.findings-emnlp.600/

Poster

2305.14336

EMNLP2024

null

NaT

[ "Bai, Fan", "Kang, Junmo", "Stanovsky, Gabriel", "Freitag, Dayne", "Dredze, Mark", "Ritter, Alan" ]

Schema-Driven Information Extraction from Heterogeneous Tables

2305.14336

https://github.com/bflashcp3f/schema-to-json

0

https://github.com/bflashcp3f/schema-to-json

23

findings-emnlp.766

https://aclanthology.org/2024.findings-emnlp.766/

Poster

2312.12683

EMNLP2024

null

NaT

[ "Kew, Tannon", "Schottmann, Florian", "Sennrich, Rico" ]

Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?

2312.12683

https://github.com/zurichnlp/multilingual-instruction-tuning

0

https://github.com/zurichnlp/multilingual-instruction-tuning

23

emnlp-main.533

https://aclanthology.org/2024.emnlp-main.533/

Poster

2406.19263

EMNLP2024

null

9

2

0

4

0

[ "" ]

[ "2024-07-17", "2024-07-01", "2024-07-01", "2024-07-01" ]

[ "" ]

2024-06-28

[ "Fan, Yue", "Ding, Lei", "Kuo, Ching-Chen", "Jiang, Shan", "Zhao, Yang", "Guan, Xinze", "Yang, Jie", "Zhang, Yi", "Wang, Xin Eric" ]

Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding

2406.19263

https://github.com/eric-ai-lab/Screen-Point-and-Read

0

https://github.com/eric-ai-lab/Screen-Point-and-Read

23

emnlp-main.925

https://aclanthology.org/2024.emnlp-main.925/

Poster

2409.04599

EMNLP2024

[ "cs.CL" ]

cs.CL

null

2024-09-07

[ "Chizhov, Pavel", "Arnett, Catherine", "Korotkova, Elizaveta", "Yamshchikov, Ivan P." ]

BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training

2409.04599

https://github.com/pchizhov/picky_bpe

0

https://github.com/pchizhov/picky_bpe

23

emnlp-main.896

https://aclanthology.org/2024.emnlp-main.896/

Poster

2401.07103

EMNLP2024

null

NaT

[ "Li, Zhen", "Xu, Xiaohan", "Shen, Tao", "Xu, Can", "Gu, Jia-Chen", "Lai, Yuxuan", "Tao, Chongyang", "Ma, Shuai" ]

Leveraging Large Language Models for NLG Evaluation: Advances and Challenges

2401.07103

https://github.com/chongyangtao/LLMs-for-NLG-Evaluation

0

https://github.com/chongyangtao/LLMs-for-NLG-Evaluation

22

findings-emnlp.72

https://aclanthology.org/2024.findings-emnlp.72/

Poster

2402.12914

EMNLP2024

null

NaT

[ "Feng, Xueyang", "Chen, Zhi-Yuan", "Qin, Yujia", "Lin, Yankai", "Chen, Xu", "Liu, Zhiyuan", "Wen, Ji-Rong" ]

Large Language Model-based Human-Agent Collaboration for Complex Task Solving

2402.12914

https://github.com/xueyangfeng/rehac

0

https://github.com/xueyangfeng/rehac

22

emnlp-demo.42

https://aclanthology.org/2024.emnlp-demo.42/

Poster

2408.03837

EMNLP2024

[ "cs.CL", "cs.AI" ]

cs.CL

17

3

1

2

1

[ "2024-08-08" ]

[ "2024-08-11", "2024-08-18" ]

[ "2024-07-07" ]

2024-08-08

[ "Gupta, Prannaya", "Yau, Le Qi", "Low, Hao Han", "Lee, I-Shiang", "Lim, Hugo Maximus", "Teoh, Yu Xin", "Hng, Koh Jia", "Liew, Dar Win", "Bhardwaj, Rishabh", "Bhardwaj, Rajat", "Poria, Soujanya" ]

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

2408.03837

https://github.com/walledai/walledeval

0

https://github.com/walledai/walledeval

22

emnlp-main.199

https://aclanthology.org/2024.emnlp-main.199/

Poster

2408.04259

EMNLP2024

[ "cs.CL", "cs.AI" ]

cs.CL

null

2024-08-09

[ "Zhuang, Ziyuan", "Zhang, Zhiyang", "Cheng, Sitao", "Yang, Fangkai", "Liu, Jia", "Huang, Shujian", "Lin, Qingwei", "Rajmohan, Saravan", "Zhang, Dongmei", "Zhang, Qi" ]

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering

2408.04259

https://github.com/nil-zhuang/efficientrag-official

0

https://github.com/nil-zhuang/efficientrag-official

22

findings-emnlp.749

https://aclanthology.org/2024.findings-emnlp.749/

Poster

2410.03750

EMNLP2024

null

NaT

[ "Munoz, Juan Pablo", "Yuan, Jinjie", "Jain, Nilesh" ]

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models

2410.03750

https://github.com/intellabs/hardware-aware-automated-machine-learning

15

https://github.com/intellabs/hardware-aware-automated-machine-learning

22

emnlp-industry.104

https://aclanthology.org/2024.emnlp-industry.104/

Poster

2402.07204

EMNLP2024

null

NaT

[ "Tang, Yihong", "Wang, Zhaokai", "Qu, Ao", "Yan, Yihao", "Wu, Zhaofeng", "Zhuang, Dingyi", "Kai, Jushi", "Hou, Kebing", "Guo, Xiaotong", "Zhao, Jinhua", "Zhao, Zhan", "Ma, Wei" ]

ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

https://github.com/YihongT/ITINERA

0

https://github.com/YihongT/ITINERA

21

emnlp-main.226

https://aclanthology.org/2024.emnlp-main.226/

Poster

2402.08702

EMNLP2024

null

NaT

[ "Chen, Yongchao", "Arkin, Jacob", "Hao, Yilun", "Zhang, Yang", "Roy, Nicholas", "Fan, Chuchu" ]

PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling

https://github.com/yongchao98/promst

0

https://github.com/yongchao98/promst

21

emnlp-main.911

https://aclanthology.org/2024.emnlp-main.911/

Poster

2406.13439

EMNLP2024

null

NaT

[ "Doddapaneni, Sumanth", "Khan, Mohammed Safi Ur Rahman", "Verma, Sshubam", "Khapra, Mitesh M" ]

Finding Blind Spots in Evaluator LLMs with Interpretable Checklists

2406.13439

https://github.com/ai4bharat/fbi

0

https://github.com/ai4bharat/fbi

21

findings-emnlp.444

https://aclanthology.org/2024.findings-emnlp.444/

Poster

2407.08044

EMNLP2024

null

NaT

[ "Huang, Xijie", "Liu, Zechun", "Liu, Shih-Yang", "Cheng, Kwang-Ting" ]

RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization

2407.08044

https://github.com/huangowen/rolora

0

https://github.com/huangowen/rolora

21

nlp4science-1.1

https://aclanthology.org/2024.nlp4science-1.1/

Poster

2407.10114

EMNLP2024

null

NaT

[ "Horovicz, Miriam", "Goldshmidt, Roni" ]

TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation

https://github.com/ronigold/TokenSHAP

0

https://github.com/ronigold/TokenSHAP

21

emnlp-main.871

https://aclanthology.org/2024.emnlp-main.871/

Poster

2309.06275

EMNLP2024

null

NaT

[ "Xu, Xiaohan", "Tao, Chongyang", "Shen, Tao", "Xu, Can", "Xu, Hongbo", "Long, Guodong", "Lou, Jian-Guang", "Ma, Shuai" ]

Re-Reading Improves Reasoning in Large Language Models

2309.06275

https://github.com/tebmer/rereading-llm-reasoning

0

https://github.com/tebmer/rereading-llm-reasoning

20

emnlp-main.210

https://aclanthology.org/2024.emnlp-main.210/

Oral

2404.13940

EMNLP2024

null

NaT

[ "Wang, Jiayin", "Mo, Fengran", "Ma, Weizhi", "Sun, Peijie", "Zhang, Min", "Nie, Jian-Yun" ]

A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models

2404.13940

https://github.com/alice1998/urs

0

https://github.com/alice1998/urs

20

emnlp-demo.18

https://aclanthology.org/2024.emnlp-demo.18/

Poster

2404.15532

EMNLP2024

null

NaT

[ "Lin, Shuhang", "Hua, Wenyue", "Li, Lingyao", "Chang, Che-Jui", "Fan, Lizhou", "Ji, Jianchao", "Hua, Hang", "Jin, Mingyu", "Luo, Jiebo", "Zhang, Yongfeng" ]

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis

https://github.com/agiresearch/battleagent

0

https://github.com/agiresearch/battleagent

20

emnlp-main.68

https://aclanthology.org/2024.emnlp-main.68/

Poster

2406.15524

EMNLP2024

null

NaT

[ "Shin, Sungbin", "Park, Wonpyo", "Lee, Jaeho", "Lee, Namhoon" ]

Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization

https://github.com/log-postech/rethinking-llm-pruning

0

https://github.com/log-postech/rethinking-llm-pruning

20

emnlp-main.644

https://aclanthology.org/2024.emnlp-main.644/

Poster

2406.15718

EMNLP2024

null

14

2

1

0

[ "2024-06-26" ]

[ "" ]

2024-06-25

[ "Zhang, Xinrong", "Chen, Yingfa", "Hu, Shengding", "Han, Xu", "Xu, Zihang", "Xu, Yuanwei", "Zhao, Weilin", "Sun, Maosong", "Liu, Zhiyuan" ]

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models

2406.15718

https://github.com/thunlp/duplex-model

0

https://github.com/thunlp/duplex-model

20

emnlp-main.288

https://aclanthology.org/2024.emnlp-main.288/

Poster

2406.19502

EMNLP2024

null

NaT

[ "Ko, Miyoung", "Park, Sue Hyun", "Park, Joonsuk", "Seo, Minjoon" ]

Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization

2406.19502

https://github.com/kaistai/knowledge-reasoning

0

https://github.com/kaistai/knowledge-reasoning

20

emnlp-main.1118

https://aclanthology.org/2024.emnlp-main.1118/

Poster

2410.02184

EMNLP2024

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

cs.LG

null

2024-10-04

[ "Tong, Weixi", "Zhang, Tianyi" ]

CodeJudge: Evaluating Code Generation with Large Language Models

2410.02184

https://github.com/VichyTong/CodeJudge

0

https://github.com/VichyTong/CodeJudge

20

findings-emnlp.401

https://aclanthology.org/2024.findings-emnlp.401/

Poster

2410.18607

EMNLP2024

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

cs.CL

null

2024-10-25

[ "Toyin, Hawau Olamide", "Li, Hao", "Aldarmaki, Hanan" ]

STTATTS: Unified Speech-To-Text And Text-To-Speech Model

https://github.com/mbzuai-nlp/sttatts

0

https://github.com/mbzuai-nlp/sttatts

20

futured-1.1

https://aclanthology.org/2024.futured-1.1/

Poster

2411.05930

EMNLP2024

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

cs.CL

null

2024-11-09

[ "Boutaleb, Allaa", "Picault, Jerome", "Grosjean, Guillaume" ]

BERTrend: Neural Topic Modeling for Emerging Trends Detection

https://github.com/rte-france/bertrend

0

https://github.com/rte-france/bertrend

20

emnlp-main.152

https://aclanthology.org/2024.emnlp-main.152/

Poster

2401.10768

EMNLP2024

null

NaT

[ "Wan, Fanqi", "Huang, Xinting", "Cui, Leyang", "Quan, Xiaojun", "Bi, Wei", "Shi, Shuming" ]

Knowledge Verification to Nip Hallucination in the Bud

2401.10768

https://github.com/fanqiwan/kca

0

https://github.com/fanqiwan/kca

19

findings-emnlp.597

https://aclanthology.org/2024.findings-emnlp.597/

Poster

2406.13193

EMNLP2024

null

NaT

[ "Cao, He", "Shao, Yanjun", "Liu, Zhiyuan", "Liu, Zijing", "Tang, Xiangru", "Yao, Yuan", "Li, Yu" ]

PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes

2406.13193

https://github.com/idea-xl/presto

0

https://github.com/idea-xl/presto

19

findings-emnlp.687

https://aclanthology.org/2024.findings-emnlp.687/

Poster

2406.16069

EMNLP2024

null

NaT

[ "Zhu, Junyi", "Liu, Shuochen", "Yu, Yu", "Tang, Bo", "Yan, Yibo", "Li, Zhiyu", "Xiong, Feiyu", "Xu, Tong", "Blaschko, Matthew B." ]

FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models

https://github.com/iaar-shanghai/fastmem

0

https://github.com/iaar-shanghai/fastmem

19

emnlp-main.380

https://aclanthology.org/2024.emnlp-main.380/

Poster

2406.20052

EMNLP2024

null

NaT

[ "Marchisio, Kelly", "Ko, Wei-Yin", "Berard, Alex", "re", "Dehaze, Th{\\'e}o", "Ruder, Sebastian" ]

Understanding and Mitigating Language Confusion in LLMs

https://github.com/for-ai/language-confusion

0

https://github.com/for-ai/language-confusion

19

findings-emnlp.82

https://aclanthology.org/2024.findings-emnlp.82/

Poster

2407.01920

EMNLP2024

null

13

3

0

1

0

[ "" ]

[ "2024-07-23" ]

[ "" ]

2024-07-03

[ "Tian, Bozhong", "Liang, Xiaozhuan", "Cheng, Siyuan", "Liu, Qingbin", "Wang, Mengru", "Sui, Dianbo", "Chen, Xi", "Chen, Huajun", "Zhang, Ningyu" ]

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

2407.01920

https://github.com/zjunlp/knowundo

0

https://github.com/zjunlp/knowundo

19

emnlp-main.1194

https://aclanthology.org/2024.emnlp-main.1194/

Poster

2407.09014

EMNLP2024

null

NaT

[ "Yoon, Chanwoong", "Lee, Taewhoo", "Hwang, Hyeon", "Jeong, Minbyul", "Kang, Jaewoo" ]

CompAct: Compressing Retrieved Documents Actively for Question Answering

2407.09014

https://github.com/dmis-lab/compact

0

https://github.com/dmis-lab/compact

19

emnlp-industry.119

https://aclanthology.org/2024.emnlp-industry.119/

Poster

2407.16637

EMNLP2024

null

25

2

1

0

[ "2024-10-24" ]

[ "" ]

2024-07-26

[ "Xu, Rongwu", "Cai, Yishuo", "Zhou, Zhenhong", "Gu, Renjie", "Weng, Haiqin", "Yan, Liu", "Zhang, Tianwei", "Xu, Wei", "Qiu, Han" ]

Course-Correction: Safety Alignment Using Synthetic Preferences

2407.16637

https://github.com/pillowsofwind/course-correction

0

https://github.com/pillowsofwind/course-correction

19