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Collections including paper arxiv:2311.09204

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities

Paper • 2408.00765 • Published Aug 1, 2024 • 13
Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent

Paper • 2407.21646 • Published Jul 31, 2024 • 18
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Paper • 2408.04284 • Published Aug 8, 2024 • 25
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability

Paper • 2408.07852 • Published Aug 14, 2024 • 16

Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer

Paper • 2311.06720 • Published Nov 12, 2023 • 9
Safurai 001: New Qualitative Approach for Code LLM Evaluation

Paper • 2309.11385 • Published Sep 20, 2023 • 2
Assessment of Pre-Trained Models Across Languages and Grammars

Paper • 2309.11165 • Published Sep 20, 2023 • 1

logical reasoning with llms

Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 7
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

Paper • 2311.07587 • Published Nov 8, 2023 • 5

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 12
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

Code LMs Evaluation

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 9
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Paper • 2401.03065 • Published Jan 5, 2024 • 11
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming

Paper • 2402.14261 • Published Feb 22, 2024 • 10

Weekly reading selection

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 35
Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying

Paper • 2311.09578 • Published Nov 16, 2023 • 16
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 7
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities

Paper • 2408.00765 • Published Aug 1, 2024 • 13
Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent

Paper • 2407.21646 • Published Jul 31, 2024 • 18
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Paper • 2408.04284 • Published Aug 8, 2024 • 25
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability

Paper • 2408.07852 • Published Aug 14, 2024 • 16

Code LMs Evaluation

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 9
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Paper • 2401.03065 • Published Jan 5, 2024 • 11
Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming

Paper • 2402.14261 • Published Feb 22, 2024 • 10

Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer

Paper • 2311.06720 • Published Nov 12, 2023 • 9
Safurai 001: New Qualitative Approach for Code LLM Evaluation

Paper • 2309.11385 • Published Sep 20, 2023 • 2
Assessment of Pre-Trained Models Across Languages and Grammars

Paper • 2309.11165 • Published Sep 20, 2023 • 1

Weekly reading selection

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 35
Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying

Paper • 2311.09578 • Published Nov 16, 2023 • 16
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 7
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

logical reasoning with llms

Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 7
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

Paper • 2311.07587 • Published Nov 8, 2023 • 5

Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 12
Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 6

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